keystroke biometric identification studies on long-text input
DESCRIPTION
Keystroke Biometric Identification Studies on Long-Text Input. Mary Villani DPS 2006 Fall 2008. Objective. For long-text input of 600 keystrokes Determine the viability of the keystroke biometric – two independent variables Different entry modes – copy and free text - PowerPoint PPT PresentationTRANSCRIPT
Slide 1
Keystroke Biometric Identification Studies on Long-Text InputMary VillaniDPS 2006Fall 2008
1Objective
For long-text input of 600 keystrokesDetermine the viability of the keystroke biometric two independent variablesDifferent entry modes copy and free text Different keyboards desktop and laptop2Secondary & Tertiary GoalsWhen subjects are Aware they are being observed or UnawareIdentify Patterns or recognition based on subject demographics (ie. handedness, gender, age, language)3Biometrics / Biometric TechnologiesBiometrics
identifying an individual based on his or her distinguishing characteristics or the science of identifying, or verifying the identity of a person based on physiological or behavioral characteristics [Bolle et al.]
Biometric Technologies
Automated methods of verifying or recognizing the identity of a living person based on physiological or behavioral characteristic [Miller, B]
4Keystroke BiometricsKeystroke identification of a person by their personal typing style or keystroke pattern
Each individual has a characteristic typing ability that is unique [Bolle]
Typing biometrics is the analysis of a users keystroke patterns [Conn et al]
5Advantages of Keystroke BiometricKeyboards commonly usedNot intrusiveInexpensive Can Frequently Re-authenticate the User
6Literature SearchCopy Task
Long TextEarly studiesAbout 5 majors (Gaines, Umphress, Leggert)Short Entry / Password HardeningAt least 16, biggest focusEven noted the longer the word, the higher the accuracyProduct BioPassword
Free TextSong (continuous monitoring)Gunetti Picardi (August 2005)
7Literature SearchFeatures ExtractedMostly means and standard deviations of press and transition (diagraph)Some trigraphs, 4graphs, 6graphsMost pre-process, remove errors or outliersSome applied difficulty factor, zones for the keyboard, some factored length and overall percentages8Literature SearchClassification ApproachesKNN / Euclidean Distance Most popular, simples, highest accuracy, complaint long processing timeFuzzy LogicNeural networking/genetic algorthimsBayesian classificationCombination thereof9ContributionCopy Under Non Ideal ConditionCopy Compared to Free-Text Desktop Compared to LaptopFeatures & FallbackLength for Free-TextImpact of Outlier & Distance of OutlierOptimized Performance Parameters Free Text
10Gleaned From Initial Experiments & the LiteratureMore features extracted from raw data yielded better resultsFalling back when no occurrence of a keystroke to mean and standard deviation of all degraded performanceIncreasing # of participants degrades performance but made the experiment more robust
11These ExperimentsIncreasing feature set to 259 from 58Staying with long passage Must use a larger participant pool for validity of studyTesting entry in non-ideal conditionsDifferent input type (free text vs. copy)Different keyboard type (desktop vs. laptop)User Awareness Level (aware vs. unaware)
12Updated Feature Set
13 Keystroke Biometric System ComponentsData Capture AppletFeature ExtractorPattern Classifier
14Data Capture
15Login Screen
16First Part of Demographic Questionnaire
17Second Part of Demographic Questionnaire
Note: subject is asked to sign off for IRB approval # 1618Subjects Could Choose Keyboard and Task
The feature files were named based on their choices and entry # 19Copy Task Entry Mode
20Free-Text Entry Mode
21Sample Raw Feature Data
Sample Raw Feature Data File Hello World22239 Feature Measurements78 Key Press Duration Measures (39 means and 39 standard deviations)70 Key Transition Type 1 Measures (35 means and 35 standard deviations)70 Key Transition Type 2 Measures (35 means and 35 standard deviations)21 Other Measures (percentages and rates)23 Type 1 and 2 Transition Measures
24Key Press Duration Features and Fallback HierarchyWhat to do when key not used often
Hierarchy tree for the 39 duration features (each oval), each represented by a mean and a standard deviation.25Key Transition Featuresand Fallback Hierarchy
Hierarchy tree for the 35 transition features (each oval), each represented by a mean and a standard deviation for each of the type 1 and type 2 transitions.26Fallback for Few SamplesMean and Standard Deviation Computation when number of samples n(i) is less than kfallback-threshold
Similar to NLP backoff statistics for n-grams
27Two Preprocessing StepsOutlier removalRemove samples > 2 from Prevents feature skewing from pausesStandardizationScales to range 0-1 to give roughly equal weight to each measure
28Pattern ClassifierNearest Neighbor Classifier using Euclidean Distance
29Experimental DesignSix Main Experiments per Six Arrows
30Experimental DesignKeyboards (independent variable 1)Desktop Keyboards mostly (~100%) Dell desktops in a classroom environmentLaptop Keyboards about 90% Dell laptops, some IBM, HP, Apple (greater variety of laptop than desktop keyboards)31Experimental DesignInput Modes (independent variable 2)Copy Task Input specified text of about 600 keystrokes + correctionsFree Text Input creation of arbitrary emails (at least 600 keystrokes)32 Data Collection
33Subject Participation
34Participation By Experiment Each subject entered 5 texts in at least two quadrants A total of 36 participated in all four quadrantsCopyFree Text DesktopLaptop40 Subjects
6
41 Subjects
5152 Subjects
240 Subjects
393 Subjects
47 Subjects
435Five Sub Experiments for Each of the Six Arrowsa. Training & testing on data in quadrant at first end of arrow (leave-one-out procedure)b. Training & testing on data in quadrant at second end of arrow (leave-one-out procedure)c. Combining data at each arrow end (leave-one-out procedure)d. Training on first end testing on seconde. Training on second end testing on first
abcd & e36Results Experiment 1 36 subjects participated in all quadrants
37Results Experiment 2 36 subjects participated in all quadrants
38Results Experiment 3 36 subjects participated in all quadrants
39Results Experiment 4 36 subjects participated in all quadrants
40
Results Experiment 5 36 subjects participated in all quadrants
41Results Experiment 6 36 subjects participated in all quadrants
4236 Subject Summary
43All Subject SummarySupports 36 Subject Results
44ConclusionsBest accuracies for same keyboard and same input modeAccuracy dropped significantly for different keyboards or for different input modesAccuracy for different input modes better than accuracy for different keyboardsAccuracy for copy mode somewhat better than accuracy for free-text modeAccuracy decreased as the number of subjects increased45Long-Text Input ApplicationsIdentify the author of inappropriate email and possibly even IMAuthenticate the student taking online exams
46Future WorkAuthenticationWeve collected longitudinal dataTry more sophisticated classifiersNeural NetworksSupport Vector MachinesExplore the data with data miningIdentify patterns cross referencing demographicsAware/Unaware with Better Management
47Future Research ContinuedObserve keystroke patterns over time (ages 15, 20, 25, 30 25 same person)Observe those who learned computer usage at a very young age to those who learned in their adult life, or different typing levelsIdentify letters and letter pairs that provide more value to the accuracy levelMore work in free-text and how it differs from copy
48Unaware / Aware
49Demographic StudiesCompared 1st half of 93 participant copy text to 2nd halfTrain on One, Test on the other matching onGenderAgeLanguage Handedness
Ultimately Wacky resultsCode change at very end to accommodate, dont trust the programs are processing correctlyMoved to Future Work
50Right Number of Entries Per Subject?
51Optimized Feature Extractor Parameters from previous assignment: Copy Task 30 SubjectsR21OutlierR, #OutlierDist. Real #K1K241Fallback1 = Yes0 = NoBelow are the optimized parameters from copy-task experiments52Fallback
53 Outlier Removal Significance
54Outlier Removal Significance
55Optimizing Outlier Distance Free Text 93 Subject
56Optimizing K1 Free Text 93 Subjects
57Optimizing K2 Free Text 93 Subject
58Optimized Feature Extractor Parameters from previous assignment: Copy Task 36 SubjectsR21OutlierR, #OutlierDist. Real #K1K241Fallback1 = Yes0 = NoBelow are the optimized parameters from copy-task experimentsR1.7568159Rerun of 93 Subject
Conclusion: Optimal Settings are different for Copy and Free-Text Entry Mode
Note: This result is not yet in manuscript, it will be added60 Significance of Input Text Length
61What Features Contribute Most?
62Feature Contribution Curves
63Accuracy as a Function of # of Features
64ContributionsInput Mode Analysis Keyboard Type AnalysisFeature SetFallback Optimizing Feature Extraction Parameters for Free-TextMinimum Input Length for Free-Text
65Contributions - ContMinimum # of SamplesFeatures that contribute mostFeasibility on Aware / UnawareFeasibility on Demographic66Questions?Thank you67
t-key
h-key
t-key
h-key
time
t1
t2
a) Non-overlapping
b) Overlapping
duration
All Keys
Freq Cons
Vowels
AllLetters
Next Freq Cons
LeastFreq Cons
Left Letters
RightLetters
a
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Space
Shift
Punctuation
Numbers
Other
Non Letters
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Any-key/Any-key
Cons/Vowel
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Right/Left
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Vowel/Cons
Vowel/Vowel
Cons/Cons
Left/Left
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er
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Space/Letter
Letter/Space
Space/Shift
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Letter/Punct
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Double Letters
Letter/Non-letter
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Chart30.99410.9950.6080.606
1 . Copy/Desk - Copy/Lap
formatAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYNKATHLEENVILLANILAURENBOYLANLAURIEVILLANILYNNANNWHITBECKFIRSTNAMELASTNAMEMARYVILLANIPAULAMAURINOPETERDUGANDZICRAGHUVARMABASAVARAJURATANUDASSIRAYVILLANIRENELSMITHROYBAKSHRUTHSAPIRSRINIVASVITTALTOMWADDELLYOABGORFUYONESYNUNEZ15AV4-of-5 or 80%25AG5-of-5 or 100%35CB5-of-5 or 100%45DF5-of-5 or 100%55DP4-of-5 or 80%64DL3-of-4 or 75%75EH5-of-5 or 100%85FD5-of-5 or 100%95GG5-of-5 or 100%105IS5-of-5 or 100%115JK5-of-5 or 100%125JM5-of-5 or 100%134JB4-of-4 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH5-of-5 or 100%175JC5-of-5 or 100%185JB5-of-5 or 100%195JS25-of-5 or 100%205KV5-of-5 or 100%215LB5-of-5 or 100%5-of-5 or 100%225LV5-of-5 or 100%5-of-5 or 100%235LW5-of-5 or 100%5-of-5 or 100%246MV6-of-6 or 100%4-of-4 or 100%255PM5-of-5 or 100%5-of-5 or 100%262PD2-of-2 or 100%2-of-2 or 100%275RB5-of-5 or 100%5-of-5 or 100%285RU5-of-5 or 100%5-of-5 or 100%296RV6-of-6 or 100%6-of-6 or 100%305RS5-of-5 or 100%5-of-5 or 100%315RB5-of-5 or 100%5-of-5 or 100%325RS25-of-5 or 100%5-of-5 or 100%335SV5-of-5 or 100%5-of-5 or 100%345TW5-of-5 or 100%5-of-5 or 100%355YG5-of-5 or 100%5-of-5 or 100%365YN5-of-5 or 100%5-of-5 or 100%177
Y Y Y Y Y Y Y A 1 1 bioFeature++\desktopfree36.features bioFeature++\desktopfree36.features
The number match = 177 The total number of analyzed: 177
Percentage of matched files overall is 100.0 %The number match = 174 The total number of analyzed: 177
Percentage of matched files overall is 98.30508474576271 %
SubjectsCompleted ALL Areas of ExperimentLast NameFirst NameE-MailDesktop FableLaptop FableDesktop Free TextLaptop Free [email protected]@aol.com6666BoylanCarolineirishfreckles28@aim.com6666FronckowiakDavidfronckow@us.ibm.com6666PetersonDennispetedp@farmingdale.edu6667LittleDonaldDonLittle@optonline.net6666HenryElizabethemhenry@optonline.net6666DeMariaFrankNeoLinkValentine@[email protected]@phunlaw.com6666KileJamesjfkile@earthlink.net6666mccarneyjamesskipper@phunlaw.com6666BrennanJanee.jane.brennan@accenture.com6766PecorinoJanicejpecorin@optonline.net6666SalomonJasonjs41570w@pace.edu6666HenryJessicajgrnfrg77@aol.com6666CasarellaJohnjohn.casarella@snet.net6666BoylanJuliapolarbear4@optonline.net6666SimoneJustinjs97978w@pace.edu6666VillaniKathleenkmvillani@aol.com6666BoylanLaurenLaboylan@optonlinle.net6666VillaniLaurielvillani@att.net6666WhitbeckLynnannBabyluv2889@aol.com6666VillaniMarymary.villani@farmingdale.edu7676MaurinoPaulapmaurino@optonline.net6966DugandzicPeterfrpeter@stmary.ws6676BasavarajuRaghuvarmabkraghuvarma@yahoo.com6666UdassiRatancalvin_deep@[email protected]@[email protected]@farmingdale.edu6666VittalSrinivasseenukv@aol.com66611WaddellTomwaddts@farmingdale.edu8867GorfuYoabyg72261w@[email protected]
SummaryExperiment#SubjTrainTestAccuracy1 . Copy Task136DesktopDesktop99.4%2LaptopLaptop100.0%1 . Copy/Desk - Copy/Lap2. Free/Desk - Free/Lap3. Desktop - Copy/Free4. Laptop - Copy/Free5. Desk/Copy - Lap/Free6. Lap/Copy - Desk/Free3CombinedCombined99.5%199.4%98.3%99.4%100.0%99.4%100.0%4DesktopLaptop60.8%2100.0%99.5%98.3%99.5%99.5%98.3%5LaptopDesktop60.6%399.5%98.1%99.2%98.9%98.6%98.9%2. Free Text636DesktopDesktop98.3%460.8%59.0%89.3%86.2%51.6%50.3%7LaptopLaptop99.5%560.6%61.0%91.7%91.0%58.0%52.1%8CombinedCombined98.1%9DesktopLaptop59.0%10LaptopDesktop61.0%3. Desktop1136CopyCopy12Free TextFree Text13CombinedCombined99.2%14CopyFree Text89.3%15Free TextCopy91.7%4. Laptop1636CopyCopy17Free TextFree Text18CombinedCombined98.9%19CopyFree Text86.2%20Free TextCopy91.0%5. Different Task &2136Desk CopyDesk CopyKeyboard22Lap FreeLap Free23CombinedCombined98.6%24Desk CopyLap Free51.6%25Lap FreeDesk Copy58.0%6. Different2636Lap CopyLap CopyKeyboard & Task27Desk FreeDesk Free28CombinedCombined98.9%29Lap CopyDesk Free50.3%30Desk FreeLap Copy52.1%
Summary000000000000000000000000000000
1 . Copy/Desk - Copy/Lap2. Free/Desk - Free/Lap3. Desktop - Copy/Free4. Laptop - Copy/Free5. Desk/Copy - Lap/Free6. Lap/Copy - Desk/FreeIdentification Accuracy by Experiment(36 subjects)
leaveoneoutdesktopcopy000000000000000000000000000000
1 . Copy/Desk - Copy/Lap2. Free/Desk - Free/Lap3. Desktop - Copy/Free4. Laptop - Copy/Free5. Desk/Copy - Lap/Free6. Lap/Copy - Desk/Free
leaveoneoutfreedesk000000000000000000000000000000
1 . Copy/Desk - Copy/Lap2. Free/Desk - Free/Lap3. Desktop - Copy/Free4. Laptop - Copy/Free5. Desk/Copy - Lap/Free6. Lap/Copy - Desk/FreeIdentification Accuracy by Experiment
leaveoneoutlaptopcopy000000000000000000000000000000
1 . Copy/Desk - Copy/Lap2. Free/Desk - Free/Lap3. Desktop - Copy/Free4. Laptop - Copy/Free5. Desk/Copy - Lap/Free6. Lap/Copy - Desk/Free36 Subjects
leaveoneoutfreelap00000
1 . Copy/Desk - Copy/Lap
trainlaptestdeskcopyAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV4-of-5 or 80%25AG5-of-5 or 100%35CB5-of-5 or 100%45DF5-of-5 or 100%55DP5-of-5 or 100%63DL3-of-3 or 100%75EH5-of-5 or 100%85FD5-of-5 or 100%95GG5-of-5 or 100%105IS5-of-5 or 100%115JK5-of-5 or 100%125JM5-of-5 or 100%135JB5-of-5 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH5-of-5 or 100%175JC5-of-5 or 100%185JB5-of-5 or 100%195JS25-of-5 or 100%205KV5-of-5 or 100%215LB5-of-5 or 100%225LV5-of-5 or 100%235LW5-of-5 or 100%246MV6-of-6 or 100%255PM5-of-5 or 100%265PD5-of-5 or 100%275RB5-of-5 or 100%285RU5-of-5 or 100%295RV5-of-5 or 100%305RS5-of-5 or 100%315RB5-of-5 or 100%325RS25-of-5 or 100%335SV5-of-5 or 100%347TW7-of-7 or 100%355YG5-of-5 or 100%365YN5-of-5 or 100%181
Leave One Out Desktop Keyboard Copy Task
Y Y Y Y Y Y Y A 1 1 bioFeature++\desktopcopy36.features bioFeature++\desktopcopy36.features
The number match = 180 The total number of analyzed: 181Percentage of matched files overall is 99.4475138121547 %
traindesktestlapcopyAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYNKATHLEENVILLANILAURENBOYLANLAURIEVILLANILYNNANNWHITBECKFIRSTNAMELASTNAMEMARYVILLANIPAULAMAURINOPETERDUGANDZICRAGHUVARMABASAVARAJURATANUDASSIRAYVILLANIRENELSMITHROYBAKSHRUTHSAPIRSRINIVASVITTALTOMWADDELLYOABGORFUYONESYNUNEZ15AV4-of-5 or 80%25AG5-of-5 or 100%35CB5-of-5 or 100%45DF5-of-5 or 100%55DP4-of-5 or 80%64DL3-of-4 or 75%75EH5-of-5 or 100%85FD5-of-5 or 100%95GG5-of-5 or 100%105IS5-of-5 or 100%115JK5-of-5 or 100%125JM5-of-5 or 100%134JB4-of-4 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH5-of-5 or 100%175JC5-of-5 or 100%185JB5-of-5 or 100%195JS25-of-5 or 100%205KV5-of-5 or 100%215LB5-of-5 or 100%5-of-5 or 100%225LV5-of-5 or 100%5-of-5 or 100%235LW5-of-5 or 100%5-of-5 or 100%246MV6-of-6 or 100%4-of-4 or 100%255PM5-of-5 or 100%5-of-5 or 100%262PD2-of-2 or 100%2-of-2 or 100%275RB5-of-5 or 100%5-of-5 or 100%285RU5-of-5 or 100%5-of-5 or 100%296RV6-of-6 or 100%6-of-6 or 100%305RS5-of-5 or 100%5-of-5 or 100%315RB5-of-5 or 100%5-of-5 or 100%325RS25-of-5 or 100%5-of-5 or 100%335SV5-of-5 or 100%5-of-5 or 100%345TW5-of-5 or 100%5-of-5 or 100%355YG5-of-5 or 100%5-of-5 or 100%365YN5-of-5 or 100%5-of-5 or 100%177
Leave One Out Desktop Free Entry Mode
Y Y Y Y Y Y Y A 1 1 bioFeature++\desktopfree36.features bioFeature++\desktopfree36.features
The number match = 174 The total number of analyzed: 177Percentage of matched files overall is 98.30508474576271 %
traindeskfreetestlapfreeAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV5-of-5 or 100%25AG5-of-5 or 100%35CB5-of-5 or 100%45DF5-of-5 or 100%55DP5-of-5 or 100%65DL5-of-5 or 100%75EH5-of-5 or 100%85FD5-of-5 or 100%95GG5-of-5 or 100%105IS5-of-5 or 100%115JK5-of-5 or 100%125JM5-of-5 or 100%136JB6-of-6 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH5-of-5 or 100%175JC5-of-5 or 100%185JB5-of-5 or 100%195JS25-of-5 or 100%205KV5-of-5 or 100%215LB5-of-5 or 100%225LV5-of-5 or 100%235LW5-of-5 or 100%245MV5-of-5 or 100%258PM8-of-8 or 100%265PD5-of-5 or 100%275RB5-of-5 or 100%285RU5-of-5 or 100%295RV5-of-5 or 100%305RS5-of-5 or 100%317RB7-of-7 or 100%325RS25-of-5 or 100%335SV5-of-5 or 100%347TW7-of-7 or 100%355YG5-of-5 or 100%365YN5-of-5 or 100%188
Leave One Out Laptop Keyboard Copy Mode of Entry
Y Y Y Y Y Y Y A 1 1 bioFeature++\laptopcopy36.features bioFeature++\laptopcopy36.features
The number match = 188 The total number of analyzed: 188Percentage of matched files overall is 100.0 %
trainlapfreetestdeskfreeAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV5-of-5 or 100%25AG5-of-5 or 100%35CB5-of-5 or 100%45DF5-of-5 or 100%56DP6-of-6 or 100%65DL5-of-5 or 100%75EH5-of-5 or 100%85FD5-of-5 or 100%96GG6-of-6 or 100%105IS5-of-5 or 100%115JK5-of-5 or 100%125JM5-of-5 or 100%135JB5-of-5 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH5-of-5 or 100%175JC5-of-5 or 100%185JB5-of-5 or 100%195JS25-of-5 or 100%205KV5-of-5 or 100%215LB5-of-5 or 100%225LV5-of-5 or 100%235LW5-of-5 or 100%245MV5-of-5 or 100%255PM5-of-5 or 100%265PD5-of-5 or 100%275RB5-of-5 or 100%285RU5-of-5 or 100%295RV5-of-5 or 100%305RS5-of-5 or 100%315RB5-of-5 or 100%325RS24-of-5 or 80%3310SV10-of-10 or 100%346TW6-of-6 or 100%355YG5-of-5 or 100%365YN5-of-5 or 100%188
Leave One Out Laptop Keyboard Free-Text Entry Mode Experiment #7
Y Y Y Y Y Y Y A 1 1 bioFeature++\laptopfree36.features bioFeature++\laptopfree36.features
The number match = 187 The total number of analyzed: 188Percentage of matched files overall is 99.46808510638297 %
traindeskcopytraindeskfreeAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV4-of-5 or 80%25AG2-of-5 or 40%35CB5-of-5 or 100%45DF4-of-5 or 80%55DP0-of-5 or 0%65DL1-of-5 or 20%75EH5-of-5 or 100%85FD0-of-5 or 0%95GG5-of-5 or 100%105IS0-of-5 or 0%115JK5-of-5 or 100%125JM5-of-5 or 100%136JB6-of-6 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH1-of-5 or 20%175JC3-of-5 or 60%185JB1-of-5 or 20%195JS21-of-5 or 20%205KV4-of-5 or 80%215LB5-of-5 or 100%225LV0-of-5 or 0%235LW2-of-5 or 40%245MV5-of-5 or 100%258PM4-of-8 or 50%265PD0-of-5 or 0%275RB5-of-5 or 100%285RU0-of-5 or 0%295RV5-of-5 or 100%305RS4-of-5 or 80%317RB7-of-7 or 100%325RS25-of-5 or 100%335SV0-of-5 or 0%347TW0-of-7 or 0%355YG5-of-5 or 100%365YN5-of-5 or 100%188
Train on Laptop Test on Desktop Copy Input Mode Experiment #5
Y Y Y Y Y Y Y B 1 1 bioFeature++\laptopcopy36.features bioFeature++\desktopcopy36.features
The number match = 114 The total number of analyzed: 188Percentage of matched files overall is 60.638297872340424 %
traindeskfreetestdeskcopyAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV4-of-5 or 80%25AG3-of-5 or 60%35CB3-of-5 or 60%45DF4-of-5 or 80%55DP0-of-5 or 0%63DL0-of-3 or 0%75EH5-of-5 or 100%85FD0-of-5 or 0%95GG5-of-5 or 100%105IS3-of-5 or 60%115JK5-of-5 or 100%125JM5-of-5 or 100%135JB2-of-5 or 40%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH0-of-5 or 0%175JC2-of-5 or 40%185JB4-of-5 or 80%195JS20-of-5 or 0%205KV0-of-5 or 0%215LB5-of-5 or 100%225LV0-of-5 or 0%235LW5-of-5 or 100%246MV5-of-6 or 83%255PM5-of-5 or 100%265PD1-of-5 or 20%275RB5-of-5 or 100%285RU0-of-5 or 0%295RV4-of-5 or 80%305RS1-of-5 or 20%315RB5-of-5 or 100%325RS24-of-5 or 80%335SV5-of-5 or 100%347TW0-of-7 or 0%355YG5-of-5 or 100%365YN5-of-5 or 100%181
Train Desktop and Test Laptop Copy Mode Entry Experiment #4
Y Y Y Y Y Y Y B 1 1 bioFeature++\desktopcopy36.features bioFeature++\laptopcopy36.features
The number match = 110 The total number of analyzed: 181Percentage of matched files overall is 60.773480662983424 %
trainlapcopytestlapfreeAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV4-of-5 or 80%25AG1-of-5 or 20%35CB5-of-5 or 100%45DF5-of-5 or 100%56DP1-of-6 or 16%65DL0-of-5 or 0%75EH5-of-5 or 100%85FD0-of-5 or 0%96GG6-of-6 or 100%105IS0-of-5 or 0%115JK5-of-5 or 100%125JM5-of-5 or 100%135JB3-of-5 or 60%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH2-of-5 or 40%175JC0-of-5 or 0%185JB3-of-5 or 60%195JS20-of-5 or 0%205KV0-of-5 or 0%215LB5-of-5 or 100%225LV0-of-5 or 0%235LW3-of-5 or 60%245MV4-of-5 or 80%255PM5-of-5 or 100%265PD4-of-5 or 80%275RB5-of-5 or 100%285RU0-of-5 or 0%295RV5-of-5 or 100%305RS5-of-5 or 100%315RB4-of-5 or 80%325RS24-of-5 or 80%3310SV2-of-10 or 20%346TW1-of-6 or 16%355YG5-of-5 or 100%365YN4-of-5 or 80%188
Train desktop keyboard test laptop keyboard free-entry task Experiment #9
Y Y Y Y Y Y Y B 1 1 bioFeature++\laptopfree36.features bioFeature++\desktopfree36.features
The number match = 111 The total number of analyzed: 188Percentage of matched files overall is 59.04255319148936 %
trainlapfreetestlapcopyAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV4-of-5 or 80%25AG4-of-5 or 80%35CB3-of-5 or 60%45DF5-of-5 or 100%55DP0-of-5 or 0%64DL0-of-4 or 0%75EH5-of-5 or 100%85FD0-of-5 or 0%95GG5-of-5 or 100%105IS1-of-5 or 20%115JK5-of-5 or 100%125JM4-of-5 or 80%134JB4-of-4 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH1-of-5 or 20%175JC0-of-5 or 0%185JB5-of-5 or 100%195JS20-of-5 or 0%205KV0-of-5 or 0%215LB5-of-5 or 100%225LV0-of-5 or 0%235LW5-of-5 or 100%242MV0-of-2 or 0%254PM4-of-4 or 100%265PD5-of-5 or 100%272RB2-of-2 or 100%285RU5-of-5 or 100%295RV2-of-5 or 40%306RS6-of-6 or 100%315RB2-of-5 or 40%325RS21-of-5 or 20%335SV5-of-5 or 100%345TW0-of-5 or 0%355YG0-of-5 or 0%365YN5-of-5 or 100%172
Train Laptop Keyboard Test Dekstop Keyboard Free-Text Entry Mode Experiment 10
Y Y Y Y Y Y Y B 1 1 bioFeature++\desktopfree36.features bioFeature++\laptopfree36.features
The number match = 108 The total number of analyzed: 177Percentage of matched files overall is 61.016949152542374 %
traindeskcopytestlapfreeAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV5-of-5 or 100%25AG5-of-5 or 100%35CB5-of-5 or 100%45DF5-of-5 or 100%55DP0-of-5 or 0%64DL3-of-4 or 75%75EH5-of-5 or 100%85FD4-of-5 or 80%95GG5-of-5 or 100%105IS5-of-5 or 100%115JK5-of-5 or 100%125JM5-of-5 or 100%134JB4-of-4 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH5-of-5 or 100%175JC5-of-5 or 100%185JB5-of-5 or 100%195JS25-of-5 or 100%205KV5-of-5 or 100%215LB5-of-5 or 100%225LV5-of-5 or 100%235LW5-of-5 or 100%246MV6-of-4 or 100%255PM4-of-5 or 80%262PD2-of-2 or 100%275RB5-of-5 or 100%285RU4-of-5 or 80%296RV6-of-6 or 100%305RS5-of-5 or 100%315RB5-of-5 or 100%325RS21-of-5 or 20%335SV2-of-5 or 40%345TW4-of-5 or 80%355YG5-of-5 or 100%365YN5-of-5 or 100%177
Train Desktop Copy Test Desktop Free Text Experiment 12
Y Y Y Y Y Y Y B 1 1 bioFeature++\desktopfree36.features bioFeature++\desktopcopy36.features
The number match = 158 The total number of analyzed: 177Percentage of matched files overall is 89.26553672316385 %
trainlapfreetestdeskcopyAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV5-of-5 or 100%25AG5-of-5 or 100%35CB5-of-5 or 100%45DF5-of-5 or 100%55DP3-of-5 or 60%63DL1-of-3 or 33%75EH5-of-5 or 100%85FD5-of-5 or 100%95GG5-of-5 or 100%105IS5-of-5 or 100%115JK5-of-5 or 100%125JM5-of-5 or 100%135JB5-of-5 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH5-of-5 or 100%175JC5-of-5 or 100%185JB5-of-5 or 100%195JS25-of-5 or 100%205KV4-of-5 or 80%215LB5-of-5 or 100%225LV5-of-5 or 100%235LW5-of-5 or 100%246MV6-of-6 or 100%255PM0-of-5 or 0%265PD5-of-5 or 100%275RB5-of-5 or 100%285RU5-of-5 or 100%295RV5-of-5 or 100%305RS2-of-5 or 40%315RB5-of-5 or 100%325RS23-of-5 or 60%335SV5-of-5 or 100%347TW7-of-7 or 100%355YG5-of-5 or 100%365YN5-of-5 or 100%181
Train Desktop Free Test Desktop Copy Experiment 13
Y Y Y Y Y Y Y B 1 1 bioFeature++\desktopcopy36.features bioFeature++\desktopfree36.features
The number match = 166 The total number of analyzed: 181Percentage of matched files overall is 91.71270718232044 %
trainlapcopytestdeskfreeAVAGCBDFDPDLEHFDGGISJKJMJBJPJS1JHJCJBJS2KVLBLVLWMVPMPDBRRURVRSRBRSSVTWYGYN15AV5-of-5 or 100%25AG4-of-5 or 80%35CB5-of-5 or 100%45DF4-of-5 or 80%56DP1-of-6 or 16%65DL5-of-5 or 100%75EH5-of-5 or 100%85FD5-of-5 or 100%96GG6-of-6 or 100%105IS5-of-5 or 100%115JK5-of-5 or 100%125JM5-of-5 or 100%135JB5-of-5 or 100%145JP5-of-5 or 100%155JS15-of-5 or 100%165JH5-of-5 or 100%175JC0-of-5 or 0%185JB5-of-5 or 100%195JS20-of-5 or 0%205KV3-of-5 or 60%215LB5-of-5 or 100%225LV5-of-5 or 100%235LW5-of-5 or 100%245MV5-of-5 or 100%255PM4-of-5 or 80%265PD5-of-5 or 100%275RB5-of-5 or 100%285RU5-of-5 or 100%295RV5-of-5 or 100%305RS4-of-5 or 80%315RB5-of-5 or 100%325RS4-of-5 or 80%3310SV9-of-10 or 90%346TW5-of-6 or 83%355YG5-of-5 or 100%365YN3-of-5 or 60%188
Train Laptop Copy Test Laptop Free Text Experiment #15
Y Y Y Y Y Y Y B 1 1 bioFeature++\laptopfree36.features bioFeature++\laptopcopy36.features
The number match = 162 The total number of analyzed: 188Percentage of matched files overall is 86.17021276595744 %
traindeskfreetestlapcopyAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV5-of-5 or 100%25AG5-of-5 or 100%35CB5-of-5 or 100%45DF5-of-5 or 100%55DP2-of-5 or 40%65DL5-of-5 or 100%75EH5-of-5 or 100%85FD5-of-5 or 100%95GG5-of-5 or 100%105IS5-of-5 or 100%115JK5-of-5 or 100%125JM5-of-5 or 100%136JB6-of-6 or 100%145JP4-of-5 or 80%155JS5-of-5 or 100%165JH4-of-5 or 80%175JC0-of-5 or 0%185JB5-of-5 or 100%195JS20-of-5 or 0%205KV5-of-5 or 100%215LB5-of-5 or 100%225LV5-of-5 or 100%235LW5-of-5 or 100%245MV5-of-5 or 100%258PM8-of-8 or 100%265PD5-of-5 or 100%275RB5-of-5 or 100%285RU5-of-5 or 100%295RV5-of-5 or 100%305RS3-of-5 or 60%317RB7-of-7 or 100%325RS25-of-5 or 100%335SV5-of-5 or 100%347TW7-of-7 or 100%355YG5-of-5 or 100%365YN5-of-5 or 100%188
Train Laptop Free Text Test Laptop Copy Entry Mode Experiment 16
Y Y Y Y Y Y Y B 1 1 bioFeature++\laptopcopy36.features bioFeature++\laptopfree36.features
The number match = 171 The total number of analyzed: 188Percentage of matched files overall is 90.95744680851064 %
l1ocopydeskcopylapcombinedAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV1-of-5 or 20%25AG0-of-5 or 0%35CB5-of-5 or 100%45DF5-of-5 or 100%56DP0-of-6 or 0%65DL0-of-5 or 0%75EH4-of-5 or 80%85FD0-of-5 or 0%96GG6-of-6 or 100%105IS0-of-5 or 0%115JK5-of-5 or 100%125JM5-of-5 or 100%135JB5-of-5 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH0-of-5 or 0%175JC0-of-5 or 0%185JB1-of-5 or 20%195JS20-of-5 or 0%205KV0-of-5 or 0%215LB5-of-5 or 100%225LV0-of-5 or 0%235LW4-of-5 or 80%245MV5-of-5 or 100%255PM2-of-5 or 40%265PD0-of-5 or 0%275RB5-of-5 or 100%285RU0-of-5 or 0%295RV5-of-5 or 100%305RS2-of-5 or 40%315RB5-of-5 or 100%325RS24-of-5 or 80%3310SV4-of-10 or 40%346TW0-of-6 or 0%355YG5-of-5 or 100%365YN4-of-5 or 80%188
Train Desktop Copy Test Laptop FreeExperiment 18
Y Y Y Y Y Y Y B 1 1 bioFeature++\laptopfree36.features bioFeature++\desktopcopy36.features
The number match = 97 The total number of analyzed: 188Percentage of matched files overall is 51.59574468085106 %
l1odeskfreelapfreecombinedAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV4-of-5 or 80%25AG1-of-5 or 20%35CB1-of-5 or 20%45DF5-of-5 or 100%55DP0-of-5 or 0%63DL0-of-3 or 0%75EH2-of-5 or 40%85FD0-of-5 or 0%95GG5-of-5 or 100%105IS2-of-5 or 40%115JK5-of-5 or 100%125JM5-of-5 or 100%135JB5-of-5 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH0-of-5 or 0%175JC0-of-5 or 0%185JB5-of-5 or 100%195JS20-of-5 or 0%205KV0-of-5 or 0%215LB5-of-5 or 100%225LV0-of-5 or 0%235LW5-of-5 or 100%246MV6-of-6 or 100%255PM5-of-5 or 100%265PD4-of-5 or 80%275RB5-of-5 or 100%285RU0-of-5 or 0%295RV4-of-5 or 80%305RS0-of-5 or 0%315RB3-of-5 or 60%325RS25-of-5 or 100%335SV4-of-5 or 80%347TW0-of-7 or 0%355YG5-of-5 or 100%365YN4-of-5 or 80%181
Train Laptop Free Text Test Desktop Copy Text Experiment 19
Y Y Y Y Y Y Y B 1 1 bioFeature++\desktopcopy36.features bioFeature++\laptopfree36.features
The number match = 105 The total number of analyzed: 181Percentage of matched files overall is 58.011049723756905 %
l1odeskcopydeskfreecombinedAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV4-of-5 or 80%25AG3-of-5 or 60%35CB2-of-5 or 40%45DF3-of-5 or 60%55DP0-of-5 or 0%64DL0-of-4 or 0%75EH5-of-5 or 100%85FD0-of-5 or 0%95GG5-of-5 or 100%105IS3-of-5 or 60%115JK5-of-5 or 100%125JM1-of-5 or 20%134JB4-of-4 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH0-of-5 or 0%175JC1-of-5 or 20%185JB4-of-5 or 80%195JS20-of-5 or 0%205KV0-of-5 or 0%215LB5-of-5 or 100%225LV0-of-5 or 0%235LW3-of-5 or 60%246MV2-of-6 or 33%255PM1-of-5 or 20%262PD2-of-2 or 100%275RB5-of-5 or 100%285RU0-of-5 or 0%296RV6-of-6 or 100%305RS0-of-5 or 0%315RB0-of-5 or 0%325RS25-of-5 or 100%335SV0-of-5 or 0%345TW0-of-5 or 0%355YG5-of-5 or 100%365YN5-of-5 or 100%177
Train Laptop Copy Task Test Desktop Free Text Mode Experiment 21
Y Y Y Y Y Y Y B 1 1 bioFeature++\desktopfree36.features bioFeature++\laptopcopy36.features
The number match = 89 The total number of analyzed: 177Percentage of matched files overall is 50.282485875706215 %
l1olapcopylapfreeAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV4-of-5 or 80%25AG2-of-5 or 40%35CB2-of-5 or 40%45DF5-of-5 or 100%55DP0-of-5 or 0%65DL0-of-5 or 0%75EH5-of-5 or 100%85FD0-of-5 or 0%95GG5-of-5 or 100%105IS0-of-5 or 0%115JK5-of-5 or 100%125JM5-of-5 or 100%136JB6-of-6 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH2-of-5 or 40%175JC4-of-5 or 80%185JB4-of-5 or 80%195JS21-of-5 or 20%205KV0-of-5 or 0%215LB5-of-5 or 100%225LV0-of-5 or 0%235LW0-of-5 or 0%245MV5-of-5 or 100%258PM5-of-8 or 62%265PD2-of-5 or 40%275RB5-of-5 or 100%285RU0-of-5 or 0%295RV5-of-5 or 100%305RS0-of-5 or 0%317RB0-of-7 or 0%325RS25-of-5 or 100%335SV0-of-5 or 0%347TW0-of-7 or 0%355YG5-of-5 or 100%365YN1-of-5 or 20%188
Train Desktop Free Text Test Laptop Copy Mode Experiment 22
Y Y Y Y Y Y Y B 1 1 bioFeature++\laptopcopy36.features bioFeature++\desktopfree36.features
The number match = 98 The total number of analyzed: 188Percentage of matched files overall is 52.12765957446808 %
l1odeskcopylapfreeAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN110AV9-of-10 or 90%210AG10-of-10 or 100%310CB10-of-10 or 100%410DF10-of-10 or 100%510DP10-of-10 or 100%68DL8-of-8 or 100%710EH10-of-10 or 100%810FD10-of-10 or 100%910GG10-of-10 or 100%1010IS10-of-10 or 100%1110JK10-of-10 or 100%1210JM10-of-10 or 100%1311JB11-of-11 or 100%1410JP10-of-10 or 100%1510JS10-of-10 or 100%1610JH10-of-10 or 100%1710JC10-of-10 or 100%1810JB10-of-10 or 100%1910JS210-of-10 or 100%2010KV9-of-10 or 90%2110LB10-of-10 or 100%2210LV10-of-10 or 100%2310LW10-of-10 or 100%2411MV11-of-11 or 100%2513PM13-of-13 or 100%2610PD10-of-10 or 100%2710RB10-of-10 or 100%2810RU10-of-10 or 100%2910RV10-of-10 or 100%3010RS10-of-10 or 100%3112RB12-of-12 or 100%3210RS210-of-10 or 100%3310SV10-of-10 or 100%3414TW14-of-14 or 100%3510YG10-of-10 or 100%3610YN10-of-10 or 100%369
Leave One Out Method Copy Desk Copy Laptop Combined Experiment 3
Y Y Y Y Y Y Y A 1 1 bioFeature++\copydeskcopylapcombined36.features bioFeature++\copydeskcopylapcombined36.features
The number match = 367 The total number of analyzed: 369Percentage of matched files overall is 99.4579945799458 %
l1olapcopydeskfreeAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN110AV9-of-10 or 90%210AG10-of-10 or 100%310CB10-of-10 or 100%410DF10-of-10 or 100%511DP9-of-11 or 81%69DL8-of-9 or 88%710EH10-of-10 or 100%810FD10-of-10 or 100%911GG11-of-11 or 100%1010IS10-of-10 or 100%1110JK10-of-10 or 100%1210JM10-of-10 or 100%139JB9-of-9 or 100%1410JP10-of-10 or 100%1510JS10-of-10 or 100%1610JH10-of-10 or 100%1710JC10-of-10 or 100%1810JB10-of-10 or 100%1910JS210-of-10 or 100%2010KV10-of-10 or 100%2110LB10-of-10 or 100%2210LV10-of-10 or 100%2310LW10-of-10 or 100%2411MV10-0f-11 91%2510PM10-of-10 or 100%267PD7-of-7 or 100%2710RB10-of-10 or 100%2810RU9-of-10 or 90%2911RV11-of-11 or 100%3010RS10-of-10 or 100%3110RB10-of-10 or 100%3210RS29-of-10 or 90%3315SV15-of-15 or 100%3411TW11-of-11 or 100%3510YG10-of-10 or 100%3610YN10-of-10 or 100%365
Leave One Out Method Desktop Free and Laptop Free Combined Experiment 8
Y Y Y Y Y Y Y A 1 1 bioFeature++\deskfreelapfreecombined36.features bioFeature++\deskfreelapfreecombined36.features
The number match = 358 The total number of analyzed: 365Percentage of matched files overall is 98.08219178082192 %
AVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN110AV10-of-10 or 100%210AG10-of-10 or 100%310CB10-of-10 or 100%410DF10-of-10 or 100%510DP8-of-10 or 80%67DL7-of-7 or 100%710EH10-of-10 or 100%810FD10-of-10 or 100%910GG10-of-10 or 100%1010IS10-of-10 or 100%1110JK10-of-10 or 100%1210JM10-of-10 or 100%139JB9-of-9 or 100%1410JP10-of-10 or 100%1510JS10-of-10 or 100%1610JH10-of-10 or 100%1710JC10-of-10 or 100%1810JB10-of-10 or 100%1910JS210-of-10 or 100%2010KV10-of-10 or 100%2110LB10-of-10 or 100%2210LV10-of-10 or 100%2310LW10-of-10 or 100%2412MV12-of-12 or 100%2510PM10-of-10 or 100%267PD7-of-7 or 100%2710RB10-of-10 or 100%2810RU9-of-10 or 90%2911RV11-of-11 or 100%3010RS10-of-10 or 100%3110RB10-of-10 or 100%3210RS210-of-10 or 100%3310SV10-of-10 or 100%3412TW12-of-12 or 100%3510YG10-of-10 or 100%3610YN10-of-10 or 100%358
Leave One Out Method Desktop Copy Desktop Free Entry Combined Experiment 11
Y Y Y Y Y Y Y A 1 1 bioFeature++\deskcopydeskfreecombined36.features bioFeature++\deskcopydeskfreecombined36.features
The number match = 355 The total number of analyzed: 358Percentage of matched files overall is 99.16201117318435 %
AVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN110AV10-of-10 or 100%210AG10-of-10 or 100%310CB10-of-10 or 100%410DF9-of-10 or 90%511DP11-of-11 or 100%610DL10-of-10 or 100%710EH10-of-10 or 100%810FD10-of-10 or 100%911GG11-of-11 or 100%1010IS10-of-10 or 100%1110JK10-of-10 or 100%1210JM10-of-10 or 100%1311JB11-of-11 or 100%1410JP10-of-10 or 100%1510JS10-of-10 or 100%1610JH9-of-10 or 90%1710JC10-of-10 or 100%1810JB10-of-10 or 100%1910JS210-of-10 or 100%2010KV10-of-10 or 100%2110LB10-of-10 or 100%2210LV10-of-10 or 100%2310LW10-of-10 or 100%2410MV10-of-10 or 100%2513PM13-of-13 or 100%2610PD10-of-10 or 100%2710RB10-of-10 or 100%2810RU9-of-10 or 90%2910RV10-of-10 or 100%3010RS10-of-10 or 100%3112RB12-of-12 or 100%3210RS29-of-10 or 90%3315SV15-of-15 or 100%3413TW13-of-13 or 100%3510YG10-of-10 or 100%3610YN10-of-10 or 100%376
Leave One Out Method Laptop Copy and Laptop Free Text Experiment 14
Y Y Y Y Y Y Y A 1 1 bioFeature++\lapcopylapfreecombined36.features bioFeature++\lapcopylapfreecombined36.features
The number match = 372 The total number of analyzed: 376Percentage of matched files overall is 98.93617021276596 %
AVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN110AV9-of-10 or 90%210AG10-of-10 or 100%310CB10-of-10 or 100%410DF10-of-10 or 100%511DP10-of-11 or 90%68DL8-of-8 or 100%710EH9-of-10 or 90%810FD10-of-10 or 100%911GG11-of-11 or 100%1010IS10-of-10 or 100%1110JK10-of-10 or 100%1210JM10-of-10 or 100%1310JB10-of-10 or 100%1410JP10-of-10 or 100%1510JS10-of-10 or 100%1610JH10-of-10 or 100%1710JC10-of-10 or 100%1810JB10-of-10 or 100%1910JS210-of-10 or 100%2010KV10-of-10 or 100%2110LB10-of-10 or 100%2210LV10-of-10 or 100%2310LW10-of-10 or 100%2411MV11-of-11 or 100%2510PM10-of-10 or 100%2610PD10-of-10 or 100%2710RB10-of-10 or 100%2810RU9-of-10 or 90%2910RV10-of-10 or 100%3010RS10-of-10 or 100%3110RB10-of-10 or 100%3210RS29-of-10 or 90%3315SV15-of-15 or 100%3413TW13-of-13 or 100%3510YG10-of-10 or 100%3610YN10-of-10 or 100%369
Leave One Out Method Desktop Copy and Laptop Free Entry Experiment 17
Y Y Y Y Y Y Y A 1 1 bioFeature++\deskcopylapfreecombined36.features bioFeature++\deskcopylapfreecombined36.features
The number match = 364 The total number of analyzed: 369Percentage of matched files overall is 98.6449864498645 %
AVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN110AV9-of-10 or 90%210AG10-of-10 or 100%310CB10-of-10 or 100%410DF10-of-10 or 100%510DP9-of-10 or 90%69DL8-of-9 or 88%710EH10-of-10 or 100%810FD10-of-10 or 100%910GG10-of-10 or 100%1010IS10-of-10 or 100%1110JK10-of-10 or 100%1210JM10-of-10 or 100%1310JB10-of-10 or 100%1410JP10-of-10 or 100%1510JS10-of-10 or 100%1610JH9-of-10 or 90%1710JC10-of-10 or 100%1810JB10-of-10 or 100%1910JS210-of-10 or 100%2010KV10-of-10 or 100%2110LB10-of-10 or 100%2210LV10-of-10 or 100%2310LW10-of-10 or 100%2411MV11-of-11 or 100%2513PM13-of-13 or 100%267PD7-of-7 or 100%2710RB10-of-10 or 100%2810RU10-of-10 or 100%2911RV11-of-11 or 100%3010RS10-of-10 or 100%3112RB12-of-12 or 100%3210RS210-of-10 or 100%3310SV10-of-10 or 100%3412TW12-of-12 or 100%3510YG10-of-10 or 100%3610YN10-of-10 or 100%
Leave One Out Method Laptop copy and Desktop Free Entry Mode Experiment #20
Y Y Y Y Y Y Y A 1 1 bioFeature++\lapcopydeskfreecombined36.features bioFeature++\lapcopydeskfreecombined36.features
The number match = 361 The total number of analyzed: 365Percentage of matched files overall is 98.9041095890411 %
Chart40.9830.9950.9810.590.61
2. Free/Desk - Free/Lap
formatAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYNKATHLEENVILLANILAURENBOYLANLAURIEVILLANILYNNANNWHITBECKFIRSTNAMELASTNAMEMARYVILLANIPAULAMAURINOPETERDUGANDZICRAGHUVARMABASAVARAJURATANUDASSIRAYVILLANIRENELSMITHROYBAKSHRUTHSAPIRSRINIVASVITTALTOMWADDELLYOABGORFUYONESYNUNEZ15AV4-of-5 or 80%25AG5-of-5 or 100%35CB5-of-5 or 100%45DF5-of-5 or 100%55DP4-of-5 or 80%64DL3-of-4 or 75%75EH5-of-5 or 100%85FD5-of-5 or 100%95GG5-of-5 or 100%105IS5-of-5 or 100%115JK5-of-5 or 100%125JM5-of-5 or 100%134JB4-of-4 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH5-of-5 or 100%175JC5-of-5 or 100%185JB5-of-5 or 100%195JS25-of-5 or 100%205KV5-of-5 or 100%215LB5-of-5 or 100%5-of-5 or 100%225LV5-of-5 or 100%5-of-5 or 100%235LW5-of-5 or 100%5-of-5 or 100%246MV6-of-6 or 100%4-of-4 or 100%255PM5-of-5 or 100%5-of-5 or 100%262PD2-of-2 or 100%2-of-2 or 100%275RB5-of-5 or 100%5-of-5 or 100%285RU5-of-5 or 100%5-of-5 or 100%296RV6-of-6 or 100%6-of-6 or 100%305RS5-of-5 or 100%5-of-5 or 100%315RB5-of-5 or 100%5-of-5 or 100%325RS25-of-5 or 100%5-of-5 or 100%335SV5-of-5 or 100%5-of-5 or 100%345TW5-of-5 or 100%5-of-5 or 100%355YG5-of-5 or 100%5-of-5 or 100%365YN5-of-5 or 100%5-of-5 or 100%177
Y Y Y Y Y Y Y A 1 1 bioFeature++\desktopfree36.features bioFeature++\desktopfree36.features
The number match = 177 The total number of analyzed: 177
Percentage of matched files overall is 100.0 %The number match = 174 The total number of analyzed: 177
Percentage of matched files overall is 98.30508474576271 %
SubjectsCompleted ALL Areas of ExperimentLast NameFirst NameE-MailDesktop FableLaptop FableDesktop Free TextLaptop Free [email protected]@aol.com6666BoylanCarolineirishfreckles28@aim.com6666FronckowiakDavidfronckow@us.ibm.com6666PetersonDennispetedp@farmingdale.edu6667LittleDonaldDonLittle@optonline.net6666HenryElizabethemhenry@optonline.net6666DeMariaFrankNeoLinkValentine@[email protected]@phunlaw.com6666KileJamesjfkile@earthlink.net6666mccarneyjamesskipper@phunlaw.com6666BrennanJanee.jane.brennan@accenture.com6766PecorinoJanicejpecorin@optonline.net6666SalomonJasonjs41570w@pace.edu6666HenryJessicajgrnfrg77@aol.com6666CasarellaJohnjohn.casarella@snet.net6666BoylanJuliapolarbear4@optonline.net6666SimoneJustinjs97978w@pace.edu6666VillaniKathleenkmvillani@aol.com6666BoylanLaurenLaboylan@optonlinle.net6666VillaniLaurielvillani@att.net6666WhitbeckLynnannBabyluv2889@aol.com6666VillaniMarymary.villani@farmingdale.edu7676MaurinoPaulapmaurino@optonline.net6966DugandzicPeterfrpeter@stmary.ws6676BasavarajuRaghuvarmabkraghuvarma@yahoo.com6666UdassiRatancalvin_deep@[email protected]@[email protected]@farmingdale.edu6666VittalSrinivasseenukv@aol.com66611WaddellTomwaddts@farmingdale.edu8867GorfuYoabyg72261w@[email protected]
SummaryExperiment#SubjTrainTestAccuracy1 . Copy Task136DesktopDesktop99.4%2LaptopLaptop100.0%2. Free/Desk - Free/Lap3. Desktop - Copy/Free4. Laptop - Copy/Free5. Desk/Copy - Lap/Free6. Lap/Copy - Desk/Free1 . Copy/Desk - Copy/Lap3CombinedCombined99.5%198.3%99.4%100.0%99.4%100.0%99.4%4DesktopLaptop60.8%299.5%98.3%99.5%99.5%98.3%100.0%5LaptopDesktop60.6%398.1%99.2%98.9%98.6%98.9%99.5%2. Free Text636DesktopDesktop98.3%459.0%89.3%86.2%51.6%50.3%60.8%7LaptopLaptop99.5%561.0%91.7%91.0%58.0%52.1%60.6%8CombinedCombined98.1%9DesktopLaptop59.0%10LaptopDesktop61.0%3. Desktop1136CopyCopy12Free TextFree Text13CombinedCombined99.2%14CopyFree Text89.3%15Free TextCopy91.7%4. Laptop1636CopyCopy17Free TextFree Text18CombinedCombined98.9%19CopyFree Text86.2%20Free TextCopy91.0%5. Different Task &2136Desk CopyDesk CopyKeyboard22Lap FreeLap Free23CombinedCombined98.6%24Desk CopyLap Free51.6%25Lap FreeDesk Copy58.0%6. Different2636Lap CopyLap CopyKeyboard & Task27Desk FreeDesk Free28CombinedCombined98.9%29Lap CopyDesk Free50.3%30Desk FreeLap Copy52.1%
Summary000000000000000000000000000000
1 . Copy/Desk - Copy/Lap2. Free/Desk - Free/Lap3. Desktop - Copy/Free4. Laptop - Copy/Free5. Desk/Copy - Lap/Free6. Lap/Copy - Desk/FreeIdentification Accuracy by Experiment(36 subjects)
leaveoneoutdesktopcopy000000000000000000000000000000
1 . Copy/Desk - Copy/Lap2. Free/Desk - Free/Lap3. Desktop - Copy/Free4. Laptop - Copy/Free5. Desk/Copy - Lap/Free6. Lap/Copy - Desk/Free
leaveoneoutfreedesk000000000000000000000000000000
1 . Copy/Desk - Copy/Lap2. Free/Desk - Free/Lap3. Desktop - Copy/Free4. Laptop - Copy/Free5. Desk/Copy - Lap/Free6. Lap/Copy - Desk/FreeIdentification Accuracy by Experiment
leaveoneoutlaptopcopy000000000000000000000000000000
1 . Copy/Desk - Copy/Lap2. Free/Desk - Free/Lap3. Desktop - Copy/Free4. Laptop - Copy/Free5. Desk/Copy - Lap/Free6. Lap/Copy - Desk/Free36 Subjects
leaveoneoutfreelap00000
2. Free/Desk - Free/Lap
trainlaptestdeskcopyAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV4-of-5 or 80%25AG5-of-5 or 100%35CB5-of-5 or 100%45DF5-of-5 or 100%55DP5-of-5 or 100%63DL3-of-3 or 100%75EH5-of-5 or 100%85FD5-of-5 or 100%95GG5-of-5 or 100%105IS5-of-5 or 100%115JK5-of-5 or 100%125JM5-of-5 or 100%135JB5-of-5 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH5-of-5 or 100%175JC5-of-5 or 100%185JB5-of-5 or 100%195JS25-of-5 or 100%205KV5-of-5 or 100%215LB5-of-5 or 100%225LV5-of-5 or 100%235LW5-of-5 or 100%246MV6-of-6 or 100%255PM5-of-5 or 100%265PD5-of-5 or 100%275RB5-of-5 or 100%285RU5-of-5 or 100%295RV5-of-5 or 100%305RS5-of-5 or 100%315RB5-of-5 or 100%325RS25-of-5 or 100%335SV5-of-5 or 100%347TW7-of-7 or 100%355YG5-of-5 or 100%365YN5-of-5 or 100%181
Leave One Out Desktop Keyboard Copy Task
Y Y Y Y Y Y Y A 1 1 bioFeature++\desktopcopy36.features bioFeature++\desktopcopy36.features
The number match = 180 The total number of analyzed: 181Percentage of matched files overall is 99.4475138121547 %
traindesktestlapcopyAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYNKATHLEENVILLANILAURENBOYLANLAURIEVILLANILYNNANNWHITBECKFIRSTNAMELASTNAMEMARYVILLANIPAULAMAURINOPETERDUGANDZICRAGHUVARMABASAVARAJURATANUDASSIRAYVILLANIRENELSMITHROYBAKSHRUTHSAPIRSRINIVASVITTALTOMWADDELLYOABGORFUYONESYNUNEZ15AV4-of-5 or 80%25AG5-of-5 or 100%35CB5-of-5 or 100%45DF5-of-5 or 100%55DP4-of-5 or 80%64DL3-of-4 or 75%75EH5-of-5 or 100%85FD5-of-5 or 100%95GG5-of-5 or 100%105IS5-of-5 or 100%115JK5-of-5 or 100%125JM5-of-5 or 100%134JB4-of-4 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH5-of-5 or 100%175JC5-of-5 or 100%185JB5-of-5 or 100%195JS25-of-5 or 100%205KV5-of-5 or 100%215LB5-of-5 or 100%5-of-5 or 100%225LV5-of-5 or 100%5-of-5 or 100%235LW5-of-5 or 100%5-of-5 or 100%246MV6-of-6 or 100%4-of-4 or 100%255PM5-of-5 or 100%5-of-5 or 100%262PD2-of-2 or 100%2-of-2 or 100%275RB5-of-5 or 100%5-of-5 or 100%285RU5-of-5 or 100%5-of-5 or 100%296RV6-of-6 or 100%6-of-6 or 100%305RS5-of-5 or 100%5-of-5 or 100%315RB5-of-5 or 100%5-of-5 or 100%325RS25-of-5 or 100%5-of-5 or 100%335SV5-of-5 or 100%5-of-5 or 100%345TW5-of-5 or 100%5-of-5 or 100%355YG5-of-5 or 100%5-of-5 or 100%365YN5-of-5 or 100%5-of-5 or 100%177
Leave One Out Desktop Free Entry Mode
Y Y Y Y Y Y Y A 1 1 bioFeature++\desktopfree36.features bioFeature++\desktopfree36.features
The number match = 174 The total number of analyzed: 177Percentage of matched files overall is 98.30508474576271 %
traindeskfreetestlapfreeAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV5-of-5 or 100%25AG5-of-5 or 100%35CB5-of-5 or 100%45DF5-of-5 or 100%55DP5-of-5 or 100%65DL5-of-5 or 100%75EH5-of-5 or 100%85FD5-of-5 or 100%95GG5-of-5 or 100%105IS5-of-5 or 100%115JK5-of-5 or 100%125JM5-of-5 or 100%136JB6-of-6 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH5-of-5 or 100%175JC5-of-5 or 100%185JB5-of-5 or 100%195JS25-of-5 or 100%205KV5-of-5 or 100%215LB5-of-5 or 100%225LV5-of-5 or 100%235LW5-of-5 or 100%245MV5-of-5 or 100%258PM8-of-8 or 100%265PD5-of-5 or 100%275RB5-of-5 or 100%285RU5-of-5 or 100%295RV5-of-5 or 100%305RS5-of-5 or 100%317RB7-of-7 or 100%325RS25-of-5 or 100%335SV5-of-5 or 100%347TW7-of-7 or 100%355YG5-of-5 or 100%365YN5-of-5 or 100%188
Leave One Out Laptop Keyboard Copy Mode of Entry
Y Y Y Y Y Y Y A 1 1 bioFeature++\laptopcopy36.features bioFeature++\laptopcopy36.features
The number match = 188 The total number of analyzed: 188Percentage of matched files overall is 100.0 %
trainlapfreetestdeskfreeAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV5-of-5 or 100%25AG5-of-5 or 100%35CB5-of-5 or 100%45DF5-of-5 or 100%56DP6-of-6 or 100%65DL5-of-5 or 100%75EH5-of-5 or 100%85FD5-of-5 or 100%96GG6-of-6 or 100%105IS5-of-5 or 100%115JK5-of-5 or 100%125JM5-of-5 or 100%135JB5-of-5 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH5-of-5 or 100%175JC5-of-5 or 100%185JB5-of-5 or 100%195JS25-of-5 or 100%205KV5-of-5 or 100%215LB5-of-5 or 100%225LV5-of-5 or 100%235LW5-of-5 or 100%245MV5-of-5 or 100%255PM5-of-5 or 100%265PD5-of-5 or 100%275RB5-of-5 or 100%285RU5-of-5 or 100%295RV5-of-5 or 100%305RS5-of-5 or 100%315RB5-of-5 or 100%325RS24-of-5 or 80%3310SV10-of-10 or 100%346TW6-of-6 or 100%355YG5-of-5 or 100%365YN5-of-5 or 100%188
Leave One Out Laptop Keyboard Free-Text Entry Mode Experiment #7
Y Y Y Y Y Y Y A 1 1 bioFeature++\laptopfree36.features bioFeature++\laptopfree36.features
The number match = 187 The total number of analyzed: 188Percentage of matched files overall is 99.46808510638297 %
traindeskcopytraindeskfreeAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV4-of-5 or 80%25AG2-of-5 or 40%35CB5-of-5 or 100%45DF4-of-5 or 80%55DP0-of-5 or 0%65DL1-of-5 or 20%75EH5-of-5 or 100%85FD0-of-5 or 0%95GG5-of-5 or 100%105IS0-of-5 or 0%115JK5-of-5 or 100%125JM5-of-5 or 100%136JB6-of-6 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH1-of-5 or 20%175JC3-of-5 or 60%185JB1-of-5 or 20%195JS21-of-5 or 20%205KV4-of-5 or 80%215LB5-of-5 or 100%225LV0-of-5 or 0%235LW2-of-5 or 40%245MV5-of-5 or 100%258PM4-of-8 or 50%265PD0-of-5 or 0%275RB5-of-5 or 100%285RU0-of-5 or 0%295RV5-of-5 or 100%305RS4-of-5 or 80%317RB7-of-7 or 100%325RS25-of-5 or 100%335SV0-of-5 or 0%347TW0-of-7 or 0%355YG5-of-5 or 100%365YN5-of-5 or 100%188
Train on Laptop Test on Desktop Copy Input Mode Experiment #5
Y Y Y Y Y Y Y B 1 1 bioFeature++\laptopcopy36.features bioFeature++\desktopcopy36.features
The number match = 114 The total number of analyzed: 188Percentage of matched files overall is 60.638297872340424 %
traindeskfreetestdeskcopyAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV4-of-5 or 80%25AG3-of-5 or 60%35CB3-of-5 or 60%45DF4-of-5 or 80%55DP0-of-5 or 0%63DL0-of-3 or 0%75EH5-of-5 or 100%85FD0-of-5 or 0%95GG5-of-5 or 100%105IS3-of-5 or 60%115JK5-of-5 or 100%125JM5-of-5 or 100%135JB2-of-5 or 40%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH0-of-5 or 0%175JC2-of-5 or 40%185JB4-of-5 or 80%195JS20-of-5 or 0%205KV0-of-5 or 0%215LB5-of-5 or 100%225LV0-of-5 or 0%235LW5-of-5 or 100%246MV5-of-6 or 83%255PM5-of-5 or 100%265PD1-of-5 or 20%275RB5-of-5 or 100%285RU0-of-5 or 0%295RV4-of-5 or 80%305RS1-of-5 or 20%315RB5-of-5 or 100%325RS24-of-5 or 80%335SV5-of-5 or 100%347TW0-of-7 or 0%355YG5-of-5 or 100%365YN5-of-5 or 100%181
Train Desktop and Test Laptop Copy Mode Entry Experiment #4
Y Y Y Y Y Y Y B 1 1 bioFeature++\desktopcopy36.features bioFeature++\laptopcopy36.features
The number match = 110 The total number of analyzed: 181Percentage of matched files overall is 60.773480662983424 %
trainlapcopytestlapfreeAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV4-of-5 or 80%25AG1-of-5 or 20%35CB5-of-5 or 100%45DF5-of-5 or 100%56DP1-of-6 or 16%65DL0-of-5 or 0%75EH5-of-5 or 100%85FD0-of-5 or 0%96GG6-of-6 or 100%105IS0-of-5 or 0%115JK5-of-5 or 100%125JM5-of-5 or 100%135JB3-of-5 or 60%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH2-of-5 or 40%175JC0-of-5 or 0%185JB3-of-5 or 60%195JS20-of-5 or 0%205KV0-of-5 or 0%215LB5-of-5 or 100%225LV0-of-5 or 0%235LW3-of-5 or 60%245MV4-of-5 or 80%255PM5-of-5 or 100%265PD4-of-5 or 80%275RB5-of-5 or 100%285RU0-of-5 or 0%295RV5-of-5 or 100%305RS5-of-5 or 100%315RB4-of-5 or 80%325RS24-of-5 or 80%3310SV2-of-10 or 20%346TW1-of-6 or 16%355YG5-of-5 or 100%365YN4-of-5 or 80%188
Train desktop keyboard test laptop keyboard free-entry task Experiment #9
Y Y Y Y Y Y Y B 1 1 bioFeature++\laptopfree36.features bioFeature++\desktopfree36.features
The number match = 111 The total number of analyzed: 188Percentage of matched files overall is 59.04255319148936 %
trainlapfreetestlapcopyAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV4-of-5 or 80%25AG4-of-5 or 80%35CB3-of-5 or 60%45DF5-of-5 or 100%55DP0-of-5 or 0%64DL0-of-4 or 0%75EH5-of-5 or 100%85FD0-of-5 or 0%95GG5-of-5 or 100%105IS1-of-5 or 20%115JK5-of-5 or 100%125JM4-of-5 or 80%134JB4-of-4 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH1-of-5 or 20%175JC0-of-5 or 0%185JB5-of-5 or 100%195JS20-of-5 or 0%205KV0-of-5 or 0%215LB5-of-5 or 100%225LV0-of-5 or 0%235LW5-of-5 or 100%242MV0-of-2 or 0%254PM4-of-4 or 100%265PD5-of-5 or 100%272RB2-of-2 or 100%285RU5-of-5 or 100%295RV2-of-5 or 40%306RS6-of-6 or 100%315RB2-of-5 or 40%325RS21-of-5 or 20%335SV5-of-5 or 100%345TW0-of-5 or 0%355YG0-of-5 or 0%365YN5-of-5 or 100%172
Train Laptop Keyboard Test Dekstop Keyboard Free-Text Entry Mode Experiment 10
Y Y Y Y Y Y Y B 1 1 bioFeature++\desktopfree36.features bioFeature++\laptopfree36.features
The number match = 108 The total number of analyzed: 177Percentage of matched files overall is 61.016949152542374 %
traindeskcopytestlapfreeAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV5-of-5 or 100%25AG5-of-5 or 100%35CB5-of-5 or 100%45DF5-of-5 or 100%55DP0-of-5 or 0%64DL3-of-4 or 75%75EH5-of-5 or 100%85FD4-of-5 or 80%95GG5-of-5 or 100%105IS5-of-5 or 100%115JK5-of-5 or 100%125JM5-of-5 or 100%134JB4-of-4 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH5-of-5 or 100%175JC5-of-5 or 100%185JB5-of-5 or 100%195JS25-of-5 or 100%205KV5-of-5 or 100%215LB5-of-5 or 100%225LV5-of-5 or 100%235LW5-of-5 or 100%246MV6-of-4 or 100%255PM4-of-5 or 80%262PD2-of-2 or 100%275RB5-of-5 or 100%285RU4-of-5 or 80%296RV6-of-6 or 100%305RS5-of-5 or 100%315RB5-of-5 or 100%325RS21-of-5 or 20%335SV2-of-5 or 40%345TW4-of-5 or 80%355YG5-of-5 or 100%365YN5-of-5 or 100%177
Train Desktop Copy Test Desktop Free Text Experiment 12
Y Y Y Y Y Y Y B 1 1 bioFeature++\desktopfree36.features bioFeature++\desktopcopy36.features
The number match = 158 The total number of analyzed: 177Percentage of matched files overall is 89.26553672316385 %
trainlapfreetestdeskcopyAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV5-of-5 or 100%25AG5-of-5 or 100%35CB5-of-5 or 100%45DF5-of-5 or 100%55DP3-of-5 or 60%63DL1-of-3 or 33%75EH5-of-5 or 100%85FD5-of-5 or 100%95GG5-of-5 or 100%105IS5-of-5 or 100%115JK5-of-5 or 100%125JM5-of-5 or 100%135JB5-of-5 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH5-of-5 or 100%175JC5-of-5 or 100%185JB5-of-5 or 100%195JS25-of-5 or 100%205KV4-of-5 or 80%215LB5-of-5 or 100%225LV5-of-5 or 100%235LW5-of-5 or 100%246MV6-of-6 or 100%255PM0-of-5 or 0%265PD5-of-5 or 100%275RB5-of-5 or 100%285RU5-of-5 or 100%295RV5-of-5 or 100%305RS2-of-5 or 40%315RB5-of-5 or 100%325RS23-of-5 or 60%335SV5-of-5 or 100%347TW7-of-7 or 100%355YG5-of-5 or 100%365YN5-of-5 or 100%181
Train Desktop Free Test Desktop Copy Experiment 13
Y Y Y Y Y Y Y B 1 1 bioFeature++\desktopcopy36.features bioFeature++\desktopfree36.features
The number match = 166 The total number of analyzed: 181Percentage of matched files overall is 91.71270718232044 %
trainlapcopytestdeskfreeAVAGCBDFDPDLEHFDGGISJKJMJBJPJS1JHJCJBJS2KVLBLVLWMVPMPDBRRURVRSRBRSSVTWYGYN15AV5-of-5 or 100%25AG4-of-5 or 80%35CB5-of-5 or 100%45DF4-of-5 or 80%56DP1-of-6 or 16%65DL5-of-5 or 100%75EH5-of-5 or 100%85FD5-of-5 or 100%96GG6-of-6 or 100%105IS5-of-5 or 100%115JK5-of-5 or 100%125JM5-of-5 or 100%135JB5-of-5 or 100%145JP5-of-5 or 100%155JS15-of-5 or 100%165JH5-of-5 or 100%175JC0-of-5 or 0%185JB5-of-5 or 100%195JS20-of-5 or 0%205KV3-of-5 or 60%215LB5-of-5 or 100%225LV5-of-5 or 100%235LW5-of-5 or 100%245MV5-of-5 or 100%255PM4-of-5 or 80%265PD5-of-5 or 100%275RB5-of-5 or 100%285RU5-of-5 or 100%295RV5-of-5 or 100%305RS4-of-5 or 80%315RB5-of-5 or 100%325RS4-of-5 or 80%3310SV9-of-10 or 90%346TW5-of-6 or 83%355YG5-of-5 or 100%365YN3-of-5 or 60%188
Train Laptop Copy Test Laptop Free Text Experiment #15
Y Y Y Y Y Y Y B 1 1 bioFeature++\laptopfree36.features bioFeature++\laptopcopy36.features
The number match = 162 The total number of analyzed: 188Percentage of matched files overall is 86.17021276595744 %
traindeskfreetestlapcopyAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV5-of-5 or 100%25AG5-of-5 or 100%35CB5-of-5 or 100%45DF5-of-5 or 100%55DP2-of-5 or 40%65DL5-of-5 or 100%75EH5-of-5 or 100%85FD5-of-5 or 100%95GG5-of-5 or 100%105IS5-of-5 or 100%115JK5-of-5 or 100%125JM5-of-5 or 100%136JB6-of-6 or 100%145JP4-of-5 or 80%155JS5-of-5 or 100%165JH4-of-5 or 80%175JC0-of-5 or 0%185JB5-of-5 or 100%195JS20-of-5 or 0%205KV5-of-5 or 100%215LB5-of-5 or 100%225LV5-of-5 or 100%235LW5-of-5 or 100%245MV5-of-5 or 100%258PM8-of-8 or 100%265PD5-of-5 or 100%275RB5-of-5 or 100%285RU5-of-5 or 100%295RV5-of-5 or 100%305RS3-of-5 or 60%317RB7-of-7 or 100%325RS25-of-5 or 100%335SV5-of-5 or 100%347TW7-of-7 or 100%355YG5-of-5 or 100%365YN5-of-5 or 100%188
Train Laptop Free Text Test Laptop Copy Entry Mode Experiment 16
Y Y Y Y Y Y Y B 1 1 bioFeature++\laptopcopy36.features bioFeature++\laptopfree36.features
The number match = 171 The total number of analyzed: 188Percentage of matched files overall is 90.95744680851064 %
l1ocopydeskcopylapcombinedAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV1-of-5 or 20%25AG0-of-5 or 0%35CB5-of-5 or 100%45DF5-of-5 or 100%56DP0-of-6 or 0%65DL0-of-5 or 0%75EH4-of-5 or 80%85FD0-of-5 or 0%96GG6-of-6 or 100%105IS0-of-5 or 0%115JK5-of-5 or 100%125JM5-of-5 or 100%135JB5-of-5 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH0-of-5 or 0%175JC0-of-5 or 0%185JB1-of-5 or 20%195JS20-of-5 or 0%205KV0-of-5 or 0%215LB5-of-5 or 100%225LV0-of-5 or 0%235LW4-of-5 or 80%245MV5-of-5 or 100%255PM2-of-5 or 40%265PD0-of-5 or 0%275RB5-of-5 or 100%285RU0-of-5 or 0%295RV5-of-5 or 100%305RS2-of-5 or 40%315RB5-of-5 or 100%325RS24-of-5 or 80%3310SV4-of-10 or 40%346TW0-of-6 or 0%355YG5-of-5 or 100%365YN4-of-5 or 80%188
Train Desktop Copy Test Laptop FreeExperiment 18
Y Y Y Y Y Y Y B 1 1 bioFeature++\laptopfree36.features bioFeature++\desktopcopy36.features
The number match = 97 The total number of analyzed: 188Percentage of matched files overall is 51.59574468085106 %
l1odeskfreelapfreecombinedAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV4-of-5 or 80%25AG1-of-5 or 20%35CB1-of-5 or 20%45DF5-of-5 or 100%55DP0-of-5 or 0%63DL0-of-3 or 0%75EH2-of-5 or 40%85FD0-of-5 or 0%95GG5-of-5 or 100%105IS2-of-5 or 40%115JK5-of-5 or 100%125JM5-of-5 or 100%135JB5-of-5 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH0-of-5 or 0%175JC0-of-5 or 0%185JB5-of-5 or 100%195JS20-of-5 or 0%205KV0-of-5 or 0%215LB5-of-5 or 100%225LV0-of-5 or 0%235LW5-of-5 or 100%246MV6-of-6 or 100%255PM5-of-5 or 100%265PD4-of-5 or 80%275RB5-of-5 or 100%285RU0-of-5 or 0%295RV4-of-5 or 80%305RS0-of-5 or 0%315RB3-of-5 or 60%325RS25-of-5 or 100%335SV4-of-5 or 80%347TW0-of-7 or 0%355YG5-of-5 or 100%365YN4-of-5 or 80%181
Train Laptop Free Text Test Desktop Copy Text Experiment 19
Y Y Y Y Y Y Y B 1 1 bioFeature++\desktopcopy36.features bioFeature++\laptopfree36.features
The number match = 105 The total number of analyzed: 181Percentage of matched files overall is 58.011049723756905 %
l1odeskcopydeskfreecombinedAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV4-of-5 or 80%25AG3-of-5 or 60%35CB2-of-5 or 40%45DF3-of-5 or 60%55DP0-of-5 or 0%64DL0-of-4 or 0%75EH5-of-5 or 100%85FD0-of-5 or 0%95GG5-of-5 or 100%105IS3-of-5 or 60%115JK5-of-5 or 100%125JM1-of-5 or 20%134JB4-of-4 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH0-of-5 or 0%175JC1-of-5 or 20%185JB4-of-5 or 80%195JS20-of-5 or 0%205KV0-of-5 or 0%215LB5-of-5 or 100%225LV0-of-5 or 0%235LW3-of-5 or 60%246MV2-of-6 or 33%255PM1-of-5 or 20%262PD2-of-2 or 100%275RB5-of-5 or 100%285RU0-of-5 or 0%296RV6-of-6 or 100%305RS0-of-5 or 0%315RB0-of-5 or 0%325RS25-of-5 or 100%335SV0-of-5 or 0%345TW0-of-5 or 0%355YG5-of-5 or 100%365YN5-of-5 or 100%177
Train Laptop Copy Task Test Desktop Free Text Mode Experiment 21
Y Y Y Y Y Y Y B 1 1 bioFeature++\desktopfree36.features bioFeature++\laptopcopy36.features
The number match = 89 The total number of analyzed: 177Percentage of matched files overall is 50.282485875706215 %
l1olapcopylapfreeAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV4-of-5 or 80%25AG2-of-5 or 40%35CB2-of-5 or 40%45DF5-of-5 or 100%55DP0-of-5 or 0%65DL0-of-5 or 0%75EH5-of-5 or 100%85FD0-of-5 or 0%95GG5-of-5 or 100%105IS0-of-5 or 0%115JK5-of-5 or 100%125JM5-of-5 or 100%136JB6-of-6 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH2-of-5 or 40%175JC4-of-5 or 80%185JB4-of-5 or 80%195JS21-of-5 or 20%205KV0-of-5 or 0%215LB5-of-5 or 100%225LV0-of-5 or 0%235LW0-of-5 or 0%245MV5-of-5 or 100%258PM5-of-8 or 62%265PD2-of-5 or 40%275RB5-of-5 or 100%285RU0-of-5 or 0%295RV5-of-5 or 100%305RS0-of-5 or 0%317RB0-of-7 or 0%325RS25-of-5 or 100%335SV0-of-5 or 0%347TW0-of-7 or 0%355YG5-of-5 or 100%365YN1-of-5 or 20%188
Train Desktop Free Text Test Laptop Copy Mode Experiment 22
Y Y Y Y Y Y Y B 1 1 bioFeature++\laptopcopy36.features bioFeature++\desktopfree36.features
The number match = 98 The total number of analyzed: 188Percentage of matched files overall is 52.12765957446808 %
l1odeskcopylapfreeAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN110AV9-of-10 or 90%210AG10-of-10 or 100%310CB10-of-10 or 100%410DF10-of-10 or 100%510DP10-of-10 or 100%68DL8-of-8 or 100%710EH10-of-10 or 100%810FD10-of-10 or 100%910GG10-of-10 or 100%1010IS10-of-10 or 100%1110JK10-of-10 or 100%1210JM10-of-10 or 100%1311JB11-of-11 or 100%1410JP10-of-10 or 100%1510JS10-of-10 or 100%1610JH10-of-10 or 100%1710JC10-of-10 or 100%1810JB10-of-10 or 100%1910JS210-of-10 or 100%2010KV9-of-10 or 90%2110LB10-of-10 or 100%2210LV10-of-10 or 100%2310LW10-of-10 or 100%2411MV11-of-11 or 100%2513PM13-of-13 or 100%2610PD10-of-10 or 100%2710RB10-of-10 or 100%2810RU10-of-10 or 100%2910RV10-of-10 or 100%3010RS10-of-10 or 100%3112RB12-of-12 or 100%3210RS210-of-10 or 100%3310SV10-of-10 or 100%3414TW14-of-14 or 100%3510YG10-of-10 or 100%3610YN10-of-10 or 100%369
Leave One Out Method Copy Desk Copy Laptop Combined Experiment 3
Y Y Y Y Y Y Y A 1 1 bioFeature++\copydeskcopylapcombined36.features bioFeature++\copydeskcopylapcombined36.features
The number match = 367 The total number of analyzed: 369Percentage of matched files overall is 99.4579945799458 %
l1olapcopydeskfreeAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN110AV9-of-10 or 90%210AG10-of-10 or 100%310CB10-of-10 or 100%410DF10-of-10 or 100%511DP9-of-11 or 81%69DL8-of-9 or 88%710EH10-of-10 or 100%810FD10-of-10 or 100%911GG11-of-11 or 100%1010IS10-of-10 or 100%1110JK10-of-10 or 100%1210JM10-of-10 or 100%139JB9-of-9 or 100%1410JP10-of-10 or 100%1510JS10-of-10 or 100%1610JH10-of-10 or 100%1710JC10-of-10 or 100%1810JB10-of-10 or 100%1910JS210-of-10 or 100%2010KV10-of-10 or 100%2110LB10-of-10 or 100%2210LV10-of-10 or 100%2310LW10-of-10 or 100%2411MV10-0f-11 91%2510PM10-of-10 or 100%267PD7-of-7 or 100%2710RB10-of-10 or 100%2810RU9-of-10 or 90%2911RV11-of-11 or 100%3010RS10-of-10 or 100%3110RB10-of-10 or 100%3210RS29-of-10 or 90%3315SV15-of-15 or 100%3411TW11-of-11 or 100%3510YG10-of-10 or 100%3610YN10-of-10 or 100%365
Leave One Out Method Desktop Free and Laptop Free Combined Experiment 8
Y Y Y Y Y Y Y A 1 1 bioFeature++\deskfreelapfreecombined36.features bioFeature++\deskfreelapfreecombined36.features
The number match = 358 The total number of analyzed: 365Percentage of matched files overall is 98.08219178082192 %
AVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN110AV10-of-10 or 100%210AG10-of-10 or 100%310CB10-of-10 or 100%410DF10-of-10 or 100%510DP8-of-10 or 80%67DL7-of-7 or 100%710EH10-of-10 or 100%810FD10-of-10 or 100%910GG10-of-10 or 100%1010IS10-of-10 or 100%1110JK10-of-10 or 100%1210JM10-of-10 or 100%139JB9-of-9 or 100%1410JP10-of-10 or 100%1510JS10-of-10 or 100%1610JH10-of-10 or 100%1710JC10-of-10 or 100%1810JB10-of-10 or 100%1910JS210-of-10 or 100%2010KV10-of-10 or 100%2110LB10-of-10 or 100%2210LV10-of-10 or 100%2310LW10-of-10 or 100%2412MV12-of-12 or 100%2510PM10-of-10 or 100%267PD7-of-7 or 100%2710RB10-of-10 or 100%2810RU9-of-10 or 90%2911RV11-of-11 or 100%3010RS10-of-10 or 100%3110RB10-of-10 or 100%3210RS210-of-10 or 100%3310SV10-of-10 or 100%3412TW12-of-12 or 100%3510YG10-of-10 or 100%3610YN10-of-10 or 100%358
Leave One Out Method Desktop Copy Desktop Free Entry Combined Experiment 11
Y Y Y Y Y Y Y A 1 1 bioFeature++\deskcopydeskfreecombined36.features bioFeature++\deskcopydeskfreecombined36.features
The number match = 355 The total number of analyzed: 358Percentage of matched files overall is 99.16201117318435 %
AVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN110AV10-of-10 or 100%210AG10-of-10 or 100%310CB10-of-10 or 100%410DF9-of-10 or 90%511DP11-of-11 or 100%610DL10-of-10 or 100%710EH10-of-10 or 100%810FD10-of-10 or 100%911GG11-of-11 or 100%1010IS10-of-10 or 100%1110JK10-of-10 or 100%1210JM10-of-10 or 100%1311JB11-of-11 or 100%1410JP10-of-10 or 100%1510JS10-of-10 or 100%1610JH9-of-10 or 90%1710JC10-of-10 or 100%1810JB10-of-10 or 100%1910JS210-of-10 or 100%2010KV10-of-10 or 100%2110LB10-of-10 or 100%2210LV10-of-10 or 100%2310LW10-of-10 or 100%2410MV10-of-10 or 100%2513PM13-of-13 or 100%2610PD10-of-10 or 100%2710RB10-of-10 or 100%2810RU9-of-10 or 90%2910RV10-of-10 or 100%3010RS10-of-10 or 100%3112RB12-of-12 or 100%3210RS29-of-10 or 90%3315SV15-of-15 or 100%3413TW13-of-13 or 100%3510YG10-of-10 or 100%3610YN10-of-10 or 100%376
Leave One Out Method Laptop Copy and Laptop Free Text Experiment 14
Y Y Y Y Y Y Y A 1 1 bioFeature++\lapcopylapfreecombined36.features bioFeature++\lapcopylapfreecombined36.features
The number match = 372 The total number of analyzed: 376Percentage of matched files overall is 98.93617021276596 %
AVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN110AV9-of-10 or 90%210AG10-of-10 or 100%310CB10-of-10 or 100%410DF10-of-10 or 100%511DP10-of-11 or 90%68DL8-of-8 or 100%710EH9-of-10 or 90%810FD10-of-10 or 100%911GG11-of-11 or 100%1010IS10-of-10 or 100%1110JK10-of-10 or 100%1210JM10-of-10 or 100%1310JB10-of-10 or 100%1410JP10-of-10 or 100%1510JS10-of-10 or 100%1610JH10-of-10 or 100%1710JC10-of-10 or 100%1810JB10-of-10 or 100%1910JS210-of-10 or 100%2010KV10-of-10 or 100%2110LB10-of-10 or 100%2210LV10-of-10 or 100%2310LW10-of-10 or 100%2411MV11-of-11 or 100%2510PM10-of-10 or 100%2610PD10-of-10 or 100%2710RB10-of-10 or 100%2810RU9-of-10 or 90%2910RV10-of-10 or 100%3010RS10-of-10 or 100%3110RB10-of-10 or 100%3210RS29-of-10 or 90%3315SV15-of-15 or 100%3413TW13-of-13 or 100%3510YG10-of-10 or 100%3610YN10-of-10 or 100%369
Leave One Out Method Desktop Copy and Laptop Free Entry Experiment 17
Y Y Y Y Y Y Y A 1 1 bioFeature++\deskcopylapfreecombined36.features bioFeature++\deskcopylapfreecombined36.features
The number match = 364 The total number of analyzed: 369Percentage of matched files overall is 98.6449864498645 %
AVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN110AV9-of-10 or 90%210AG10-of-10 or 100%310CB10-of-10 or 100%410DF10-of-10 or 100%510DP9-of-10 or 90%69DL8-of-9 or 88%710EH10-of-10 or 100%810FD10-of-10 or 100%910GG10-of-10 or 100%1010IS10-of-10 or 100%1110JK10-of-10 or 100%1210JM10-of-10 or 100%1310JB10-of-10 or 100%1410JP10-of-10 or 100%1510JS10-of-10 or 100%1610JH9-of-10 or 90%1710JC10-of-10 or 100%1810JB10-of-10 or 100%1910JS210-of-10 or 100%2010KV10-of-10 or 100%2110LB10-of-10 or 100%2210LV10-of-10 or 100%2310LW10-of-10 or 100%2411MV11-of-11 or 100%2513PM13-of-13 or 100%267PD7-of-7 or 100%2710RB10-of-10 or 100%2810RU10-of-10 or 100%2911RV11-of-11 or 100%3010RS10-of-10 or 100%3112RB12-of-12 or 100%3210RS210-of-10 or 100%3310SV10-of-10 or 100%3412TW12-of-12 or 100%3510YG10-of-10 or 100%3610YN10-of-10 or 100%
Leave One Out Method Laptop copy and Desktop Free Entry Mode Experiment #20
Y Y Y Y Y Y Y A 1 1 bioFeature++\lapcopydeskfreecombined36.features bioFeature++\lapcopydeskfreecombined36.features
The number match = 361 The total number of analyzed: 365Percentage of matched files overall is 98.9041095890411 %
Chart50.9940.9830.9920.8930.917
3. Desktop - Copy/Free
formatAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYNKATHLEENVILLANILAURENBOYLANLAURIEVILLANILYNNANNWHITBECKFIRSTNAMELASTNAMEMARYVILLANIPAULAMAURINOPETERDUGANDZICRAGHUVARMABASAVARAJURATANUDASSIRAYVILLANIRENELSMITHROYBAKSHRUTHSAPIRSRINIVASVITTALTOMWADDELLYOABGORFUYONESYNUNEZ15AV4-of-5 or 80%25AG5-of-5 or 100%35CB5-of-5 or 100%45DF5-of-5 or 100%55DP4-of-5 or 80%64DL3-of-4 or 75%75EH5-of-5 or 100%85FD5-of-5 or 100%95GG5-of-5 or 100%105IS5-of-5 or 100%115JK5-of-5 or 100%125JM5-of-5 or 100%134JB4-of-4 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH5-of-5 or 100%175JC5-of-5 or 100%185JB5-of-5 or 100%195JS25-of-5 or 100%205KV5-of-5 or 100%215LB5-of-5 or 100%5-of-5 or 100%225LV5-of-5 or 100%5-of-5 or 100%235LW5-of-5 or 100%5-of-5 or 100%246MV6-of-6 or 100%4-of-4 or 100%255PM5-of-5 or 100%5-of-5 or 100%262PD2-of-2 or 100%2-of-2 or 100%275RB5-of-5 or 100%5-of-5 or 100%285RU5-of-5 or 100%5-of-5 or 100%296RV6-of-6 or 100%6-of-6 or 100%305RS5-of-5 or 100%5-of-5 or 100%315RB5-of-5 or 100%5-of-5 or 100%325RS25-of-5 or 100%5-of-5 or 100%335SV5-of-5 or 100%5-of-5 or 100%345TW5-of-5 or 100%5-of-5 or 100%355YG5-of-5 or 100%5-of-5 or 100%365YN5-of-5 or 100%5-of-5 or 100%177
Y Y Y Y Y Y Y A 1 1 bioFeature++\desktopfree36.features bioFeature++\desktopfree36.features
The number match = 177 The total number of analyzed: 177
Percentage of matched files overall is 100.0 %The number match = 174 The total number of analyzed: 177
Percentage of matched files overall is 98.30508474576271 %
SubjectsCompleted ALL Areas of ExperimentLast NameFirst NameE-MailDesktop FableLaptop FableDesktop Free TextLaptop Free [email protected]@aol.com6666BoylanCarolineirishfreckles28@aim.com6666FronckowiakDavidfronckow@us.ibm.com6666PetersonDennispetedp@farmingdale.edu6667LittleDonaldDonLittle@optonline.net6666HenryElizabethemhenry@optonline.net6666DeMariaFrankNeoLinkValentine@[email protected]@phunlaw.com6666KileJamesjfkile@earthlink.net6666mccarneyjamesskipper@phunlaw.com6666BrennanJanee.jane.brennan@accenture.com6766PecorinoJanicejpecorin@optonline.net6666SalomonJasonjs41570w@pace.edu6666HenryJessicajgrnfrg77@aol.com6666CasarellaJohnjohn.casarella@snet.net6666BoylanJuliapolarbear4@optonline.net6666SimoneJustinjs97978w@pace.edu6666VillaniKathleenkmvillani@aol.com6666BoylanLaurenLaboylan@optonlinle.net6666VillaniLaurielvillani@att.net6666WhitbeckLynnannBabyluv2889@aol.com6666VillaniMarymary.villani@farmingdale.edu7676MaurinoPaulapmaurino@optonline.net6966DugandzicPeterfrpeter@stmary.ws6676BasavarajuRaghuvarmabkraghuvarma@yahoo.com6666UdassiRatancalvin_deep@[email protected]@[email protected]@farmingdale.edu6666VittalSrinivasseenukv@aol.com66611WaddellTomwaddts@farmingdale.edu8867GorfuYoabyg72261w@[email protected]
SummaryExperiment#SubjTrainTestAccuracy1 . Copy Task136DesktopDesktop99.4%2LaptopLaptop100.0%3. Desktop - Copy/Free4. Laptop - Copy/Free5. Desk/Copy - Lap/Free6. Lap/Copy - Desk/Free1 . Copy/Desk - Copy/Lap2. Free/Desk - Free/Lap3CombinedCombined99.5%199.4%100.0%99.4%100.0%99.4%98.3%4DesktopLaptop60.8%298.3%99.5%99.5%98.3%100.0%99.5%5LaptopDesktop60.6%399.2%98.9%98.6%98.9%99.5%98.1%2. Free Text636DesktopDesktop98.3%489.3%86.2%51.6%50.3%60.8%59.0%7LaptopLaptop99.5%591.7%91.0%58.0%52.1%60.6%61.0%8CombinedCombined98.1%9DesktopLaptop59.0%10LaptopDesktop61.0%3. Desktop1136CopyCopy12Free TextFree Text13CombinedCombined99.2%14CopyFree Text89.3%15Free TextCopy91.7%4. Laptop1636CopyCopy17Free TextFree Text18CombinedCombined98.9%19CopyFree Text86.2%20Free TextCopy91.0%5. Different Task &2136Desk CopyDesk CopyKeyboard22Lap FreeLap Free23CombinedCombined98.6%24Desk CopyLap Free51.6%25Lap FreeDesk Copy58.0%6. Different2636Lap CopyLap CopyKeyboard & Task27Desk FreeDesk Free28CombinedCombined98.9%29Lap CopyDesk Free50.3%30Desk FreeLap Copy52.1%
Summary000000000000000000000000000000
1 . Copy/Desk - Copy/Lap2. Free/Desk - Free/Lap3. Desktop - Copy/Free4. Laptop - Copy/Free5. Desk/Copy - Lap/Free6. Lap/Copy - Desk/FreeIdentification Accuracy by Experiment(36 subjects)
leaveoneoutdesktopcopy000000000000000000000000000000
1 . Copy/Desk - Copy/Lap2. Free/Desk - Free/Lap3. Desktop - Copy/Free4. Laptop - Copy/Free5. Desk/Copy - Lap/Free6. Lap/Copy - Desk/Free
leaveoneoutfreedesk000000000000000000000000000000
1 . Copy/Desk - Copy/Lap2. Free/Desk - Free/Lap3. Desktop - Copy/Free4. Laptop - Copy/Free5. Desk/Copy - Lap/Free6. Lap/Copy - Desk/FreeIdentification Accuracy by Experiment
leaveoneoutlaptopcopy000000000000000000000000000000
1 . Copy/Desk - Copy/Lap2. Free/Desk - Free/Lap3. Desktop - Copy/Free4. Laptop - Copy/Free5. Desk/Copy - Lap/Free6. Lap/Copy - Desk/Free36 Subjects
leaveoneoutfreelap00000
3. Desktop - Copy/Free
trainlaptestdeskcopyAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV4-of-5 or 80%25AG5-of-5 or 100%35CB5-of-5 or 100%45DF5-of-5 or 100%55DP5-of-5 or 100%63DL3-of-3 or 100%75EH5-of-5 or 100%85FD5-of-5 or 100%95GG5-of-5 or 100%105IS5-of-5 or 100%115JK5-of-5 or 100%125JM5-of-5 or 100%135JB5-of-5 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH5-of-5 or 100%175JC5-of-5 or 100%185JB5-of-5 or 100%195JS25-of-5 or 100%205KV5-of-5 or 100%215LB5-of-5 or 100%225LV5-of-5 or 100%235LW5-of-5 or 100%246MV6-of-6 or 100%255PM5-of-5 or 100%265PD5-of-5 or 100%275RB5-of-5 or 100%285RU5-of-5 or 100%295RV5-of-5 or 100%305RS5-of-5 or 100%315RB5-of-5 or 100%325RS25-of-5 or 100%335SV5-of-5 or 100%347TW7-of-7 or 100%355YG5-of-5 or 100%365YN5-of-5 or 100%181
Leave One Out Desktop Keyboard Copy Task
Y Y Y Y Y Y Y A 1 1 bioFeature++\desktopcopy36.features bioFeature++\desktopcopy36.features
The number match = 180 The total number of analyzed: 181Percentage of matched files overall is 99.4475138121547 %
traindesktestlapcopyAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYNKATHLEENVILLANILAURENBOYLANLAURIEVILLANILYNNANNWHITBECKFIRSTNAMELASTNAMEMARYVILLANIPAULAMAURINOPETERDUGANDZICRAGHUVARMABASAVARAJURATANUDASSIRAYVILLANIRENELSMITHROYBAKSHRUTHSAPIRSRINIVASVITTALTOMWADDELLYOABGORFUYONESYNUNEZ15AV4-of-5 or 80%25AG5-of-5 or 100%35CB5-of-5 or 100%45DF5-of-5 or 100%55DP4-of-5 or 80%64DL3-of-4 or 75%75EH5-of-5 or 100%85FD5-of-5 or 100%95GG5-of-5 or 100%105IS5-of-5 or 100%115JK5-of-5 or 100%125JM5-of-5 or 100%134JB4-of-4 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH5-of-5 or 100%175JC5-of-5 or 100%185JB5-of-5 or 100%195JS25-of-5 or 100%205KV5-of-5 or 100%215LB5-of-5 or 100%5-of-5 or 100%225LV5-of-5 or 100%5-of-5 or 100%235LW5-of-5 or 100%5-of-5 or 100%246MV6-of-6 or 100%4-of-4 or 100%255PM5-of-5 or 100%5-of-5 or 100%262PD2-of-2 or 100%2-of-2 or 100%275RB5-of-5 or 100%5-of-5 or 100%285RU5-of-5 or 100%5-of-5 or 100%296RV6-of-6 or 100%6-of-6 or 100%305RS5-of-5 or 100%5-of-5 or 100%315RB5-of-5 or 100%5-of-5 or 100%325RS25-of-5 or 100%5-of-5 or 100%335SV5-of-5 or 100%5-of-5 or 100%345TW5-of-5 or 100%5-of-5 or 100%355YG5-of-5 or 100%5-of-5 or 100%365YN5-of-5 or 100%5-of-5 or 100%177
Leave One Out Desktop Free Entry Mode
Y Y Y Y Y Y Y A 1 1 bioFeature++\desktopfree36.features bioFeature++\desktopfree36.features
The number match = 174 The total number of analyzed: 177Percentage of matched files overall is 98.30508474576271 %
traindeskfreetestlapfreeAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV5-of-5 or 100%25AG5-of-5 or 100%35CB5-of-5 or 100%45DF5-of-5 or 100%55DP5-of-5 or 100%65DL5-of-5 or 100%75EH5-of-5 or 100%85FD5-of-5 or 100%95GG5-of-5 or 100%105IS5-of-5 or 100%115JK5-of-5 or 100%125JM5-of-5 or 100%136JB6-of-6 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH5-of-5 or 100%175JC5-of-5 or 100%185JB5-of-5 or 100%195JS25-of-5 or 100%205KV5-of-5 or 100%215LB5-of-5 or 100%225LV5-of-5 or 100%235LW5-of-5 or 100%245MV5-of-5 or 100%258PM8-of-8 or 100%265PD5-of-5 or 100%275RB5-of-5 or 100%285RU5-of-5 or 100%295RV5-of-5 or 100%305RS5-of-5 or 100%317RB7-of-7 or 100%325RS25-of-5 or 100%335SV5-of-5 or 100%347TW7-of-7 or 100%355YG5-of-5 or 100%365YN5-of-5 or 100%188
Leave One Out Laptop Keyboard Copy Mode of Entry
Y Y Y Y Y Y Y A 1 1 bioFeature++\laptopcopy36.features bioFeature++\laptopcopy36.features
The number match = 188 The total number of analyzed: 188Percentage of matched files overall is 100.0 %
trainlapfreetestdeskfreeAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV5-of-5 or 100%25AG5-of-5 or 100%35CB5-of-5 or 100%45DF5-of-5 or 100%56DP6-of-6 or 100%65DL5-of-5 or 100%75EH5-of-5 or 100%85FD5-of-5 or 100%96GG6-of-6 or 100%105IS5-of-5 or 100%115JK5-of-5 or 100%125JM5-of-5 or 100%135JB5-of-5 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH5-of-5 or 100%175JC5-of-5 or 100%185JB5-of-5 or 100%195JS25-of-5 or 100%205KV5-of-5 or 100%215LB5-of-5 or 100%225LV5-of-5 or 100%235LW5-of-5 or 100%245MV5-of-5 or 100%255PM5-of-5 or 100%265PD5-of-5 or 100%275RB5-of-5 or 100%285RU5-of-5 or 100%295RV5-of-5 or 100%305RS5-of-5 or 100%315RB5-of-5 or 100%325RS24-of-5 or 80%3310SV10-of-10 or 100%346TW6-of-6 or 100%355YG5-of-5 or 100%365YN5-of-5 or 100%188
Leave One Out Laptop Keyboard Free-Text Entry Mode Experiment #7
Y Y Y Y Y Y Y A 1 1 bioFeature++\laptopfree36.features bioFeature++\laptopfree36.features
The number match = 187 The total number of analyzed: 188Percentage of matched files overall is 99.46808510638297 %
traindeskcopytraindeskfreeAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV4-of-5 or 80%25AG2-of-5 or 40%35CB5-of-5 or 100%45DF4-of-5 or 80%55DP0-of-5 or 0%65DL1-of-5 or 20%75EH5-of-5 or 100%85FD0-of-5 or 0%95GG5-of-5 or 100%105IS0-of-5 or 0%115JK5-of-5 or 100%125JM5-of-5 or 100%136JB6-of-6 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH1-of-5 or 20%175JC3-of-5 or 60%185JB1-of-5 or 20%195JS21-of-5 or 20%205KV4-of-5 or 80%215LB5-of-5 or 100%225LV0-of-5 or 0%235LW2-of-5 or 40%245MV5-of-5 or 100%258PM4-of-8 or 50%265PD0-of-5 or 0%275RB5-of-5 or 100%285RU0-of-5 or 0%295RV5-of-5 or 100%305RS4-of-5 or 80%317RB7-of-7 or 100%325RS25-of-5 or 100%335SV0-of-5 or 0%347TW0-of-7 or 0%355YG5-of-5 or 100%365YN5-of-5 or 100%188
Train on Laptop Test on Desktop Copy Input Mode Experiment #5
Y Y Y Y Y Y Y B 1 1 bioFeature++\laptopcopy36.features bioFeature++\desktopcopy36.features
The number match = 114 The total number of analyzed: 188Percentage of matched files overall is 60.638297872340424 %
traindeskfreetestdeskcopyAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV4-of-5 or 80%25AG3-of-5 or 60%35CB3-of-5 or 60%45DF4-of-5 or 80%55DP0-of-5 or 0%63DL0-of-3 or 0%75EH5-of-5 or 100%85FD0-of-5 or 0%95GG5-of-5 or 100%105IS3-of-5 or 60%115JK5-of-5 or 100%125JM5-of-5 or 100%135JB2-of-5 or 40%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH0-of-5 or 0%175JC2-of-5 or 40%185JB4-of-5 or 80%195JS20-of-5 or 0%205KV0-of-5 or 0%215LB5-of-5 or 100%225LV0-of-5 or 0%235LW5-of-5 or 100%246MV5-of-6 or 83%255PM5-of-5 or 100%265PD1-of-5 or 20%275RB5-of-5 or 100%285RU0-of-5 or 0%295RV4-of-5 or 80%305RS1-of-5 or 20%315RB5-of-5 or 100%325RS24-of-5 or 80%335SV5-of-5 or 100%347TW0-of-7 or 0%355YG5-of-5 or 100%365YN5-of-5 or 100%181
Train Desktop and Test Laptop Copy Mode Entry Experiment #4
Y Y Y Y Y Y Y B 1 1 bioFeature++\desktopcopy36.features bioFeature++\laptopcopy36.features
The number match = 110 The total number of analyzed: 181Percentage of matched files overall is 60.773480662983424 %
trainlapcopytestlapfreeAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV4-of-5 or 80%25AG1-of-5 or 20%35CB5-of-5 or 100%45DF5-of-5 or 100%56DP1-of-6 or 16%65DL0-of-5 or 0%75EH5-of-5 or 100%85FD0-of-5 or 0%96GG6-of-6 or 100%105IS0-of-5 or 0%115JK5-of-5 or 100%125JM5-of-5 or 100%135JB3-of-5 or 60%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH2-of-5 or 40%175JC0-of-5 or 0%185JB3-of-5 or 60%195JS20-of-5 or 0%205KV0-of-5 or 0%215LB5-of-5 or 100%225LV0-of-5 or 0%235LW3-of-5 or 60%245MV4-of-5 or 80%255PM5-of-5 or 100%265PD4-of-5 or 80%275RB5-of-5 or 100%285RU0-of-5 or 0%295RV5-of-5 or 100%305RS5-of-5 or 100%315RB4-of-5 or 80%325RS24-of-5 or 80%3310SV2-of-10 or 20%346TW1-of-6 or 16%355YG5-of-5 or 100%365YN4-of-5 or 80%188
Train desktop keyboard test laptop keyboard free-entry task Experiment #9
Y Y Y Y Y Y Y B 1 1 bioFeature++\laptopfree36.features bioFeature++\desktopfree36.features
The number match = 111 The total number of analyzed: 188Percentage of matched files overall is 59.04255319148936 %
trainlapfreetestlapcopyAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV4-of-5 or 80%25AG4-of-5 or 80%35CB3-of-5 or 60%45DF5-of-5 or 100%55DP0-of-5 or 0%64DL0-of-4 or 0%75EH5-of-5 or 100%85FD0-of-5 or 0%95GG5-of-5 or 100%105IS1-of-5 or 20%115JK5-of-5 or 100%125JM4-of-5 or 80%134JB4-of-4 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH1-of-5 or 20%175JC0-of-5 or 0%185JB5-of-5 or 100%195JS20-of-5 or 0%205KV0-of-5 or 0%215LB5-of-5 or 100%225LV0-of-5 or 0%235LW5-of-5 or 100%242MV0-of-2 or 0%254PM4-of-4 or 100%265PD5-of-5 or 100%272RB2-of-2 or 100%285RU5-of-5 or 100%295RV2-of-5 or 40%306RS6-of-6 or 100%315RB2-of-5 or 40%325RS21-of-5 or 20%335SV5-of-5 or 100%345TW0-of-5 or 0%355YG0-of-5 or 0%365YN5-of-5 or 100%172
Train Laptop Keyboard Test Dekstop Keyboard Free-Text Entry Mode Experiment 10
Y Y Y Y Y Y Y B 1 1 bioFeature++\desktopfree36.features bioFeature++\laptopfree36.features
The number match = 108 The total number of analyzed: 177Percentage of matched files overall is 61.016949152542374 %
traindeskcopytestlapfreeAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV5-of-5 or 100%25AG5-of-5 or 100%35CB5-of-5 or 100%45DF5-of-5 or 100%55DP0-of-5 or 0%64DL3-of-4 or 75%75EH5-of-5 or 100%85FD4-of-5 or 80%95GG5-of-5 or 100%105IS5-of-5 or 100%115JK5-of-5 or 100%125JM5-of-5 or 100%134JB4-of-4 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH5-of-5 or 100%175JC5-of-5 or 100%185JB5-of-5 or 100%195JS25-of-5 or 100%205KV5-of-5 or 100%215LB5-of-5 or 100%225LV5-of-5 or 100%235LW5-of-5 or 100%246MV6-of-4 or 100%255PM4-of-5 or 80%262PD2-of-2 or 100%275RB5-of-5 or 100%285RU4-of-5 or 80%296RV6-of-6 or 100%305RS5-of-5 or 100%315RB5-of-5 or 100%325RS21-of-5 or 20%335SV2-of-5 or 40%345TW4-of-5 or 80%355YG5-of-5 or 100%365YN5-of-5 or 100%177
Train Desktop Copy Test Desktop Free Text Experiment 12
Y Y Y Y Y Y Y B 1 1 bioFeature++\desktopfree36.features bioFeature++\desktopcopy36.features
The number match = 158 The total number of analyzed: 177Percentage of matched files overall is 89.26553672316385 %
trainlapfreetestdeskcopyAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV5-of-5 or 100%25AG5-of-5 or 100%35CB5-of-5 or 100%45DF5-of-5 or 100%55DP3-of-5 or 60%63DL1-of-3 or 33%75EH5-of-5 or 100%85FD5-of-5 or 100%95GG5-of-5 or 100%105IS5-of-5 or 100%115JK5-of-5 or 100%125JM5-of-5 or 100%135JB5-of-5 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH5-of-5 or 100%175JC5-of-5 or 100%185JB5-of-5 or 100%195JS25-of-5 or 100%205KV4-of-5 or 80%215LB5-of-5 or 100%225LV5-of-5 or 100%235LW5-of-5 or 100%246MV6-of-6 or 100%255PM0-of-5 or 0%265PD5-of-5 or 100%275RB5-of-5 or 100%285RU5-of-5 or 100%295RV5-of-5 or 100%305RS2-of-5 or 40%315RB5-of-5 or 100%325RS23-of-5 or 60%335SV5-of-5 or 100%347TW7-of-7 or 100%355YG5-of-5 or 100%365YN5-of-5 or 100%181
Train Desktop Free Test Desktop Copy Experiment 13
Y Y Y Y Y Y Y B 1 1 bioFeature++\desktopcopy36.features bioFeature++\desktopfree36.features
The number match = 166 The total number of analyzed: 181Percentage of matched files overall is 91.71270718232044 %
trainlapcopytestdeskfreeAVAGCBDFDPDLEHFDGGISJKJMJBJPJS1JHJCJBJS2KVLBLVLWMVPMPDBRRURVRSRBRSSVTWYGYN15AV5-of-5 or 100%25AG4-of-5 or 80%35CB5-of-5 or 100%45DF4-of-5 or 80%56DP1-of-6 or 16%65DL5-of-5 or 100%75EH5-of-5 or 100%85FD5-of-5 or 100%96GG6-of-6 or 100%105IS5-of-5 or 100%115JK5-of-5 or 100%125JM5-of-5 or 100%135JB5-of-5 or 100%145JP5-of-5 or 100%155JS15-of-5 or 100%165JH5-of-5 or 100%175JC0-of-5 or 0%185JB5-of-5 or 100%195JS20-of-5 or 0%205KV3-of-5 or 60%215LB5-of-5 or 100%225LV5-of-5 or 100%235LW5-of-5 or 100%245MV5-of-5 or 100%255PM4-of-5 or 80%265PD5-of-5 or 100%275RB5-of-5 or 100%285RU5-of-5 or 100%295RV5-of-5 or 100%305RS4-of-5 or 80%315RB5-of-5 or 100%325RS4-of-5 or 80%3310SV9-of-10 or 90%346TW5-of-6 or 83%355YG5-of-5 or 100%365YN3-of-5 or 60%188
Train Laptop Copy Test Laptop Free Text Experiment #15
Y Y Y Y Y Y Y B 1 1 bioFeature++\laptopfree36.features bioFeature++\laptopcopy36.features
The number match = 162 The total number of analyzed: 188Percentage of matched files overall is 86.17021276595744 %
traindeskfreetestlapcopyAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV5-of-5 or 100%25AG5-of-5 or 100%35CB5-of-5 or 100%45DF5-of-5 or 100%55DP2-of-5 or 40%65DL5-of-5 or 100%75EH5-of-5 or 100%85FD5-of-5 or 100%95GG5-of-5 or 100%105IS5-of-5 or 100%115JK5-of-5 or 100%125JM5-of-5 or 100%136JB6-of-6 or 100%145JP4-of-5 or 80%155JS5-of-5 or 100%165JH4-of-5 or 80%175JC0-of-5 or 0%185JB5-of-5 or 100%195JS20-of-5 or 0%205KV5-of-5 or 100%215LB5-of-5 or 100%225LV5-of-5 or 100%235LW5-of-5 or 100%245MV5-of-5 or 100%258PM8-of-8 or 100%265PD5-of-5 or 100%275RB5-of-5 or 100%285RU5-of-5 or 100%295RV5-of-5 or 100%305RS3-of-5 or 60%317RB7-of-7 or 100%325RS25-of-5 or 100%335SV5-of-5 or 100%347TW7-of-7 or 100%355YG5-of-5 or 100%365YN5-of-5 or 100%188
Train Laptop Free Text Test Laptop Copy Entry Mode Experiment 16
Y Y Y Y Y Y Y B 1 1 bioFeature++\laptopcopy36.features bioFeature++\laptopfree36.features
The number match = 171 The total number of analyzed: 188Percentage of matched files overall is 90.95744680851064 %
l1ocopydeskcopylapcombinedAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV1-of-5 or 20%25AG0-of-5 or 0%35CB5-of-5 or 100%45DF5-of-5 or 100%56DP0-of-6 or 0%65DL0-of-5 or 0%75EH4-of-5 or 80%85FD0-of-5 or 0%96GG6-of-6 or 100%105IS0-of-5 or 0%115JK5-of-5 or 100%125JM5-of-5 or 100%135JB5-of-5 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH0-of-5 or 0%175JC0-of-5 or 0%185JB1-of-5 or 20%195JS20-of-5 or 0%205KV0-of-5 or 0%215LB5-of-5 or 100%225LV0-of-5 or 0%235LW4-of-5 or 80%245MV5-of-5 or 100%255PM2-of-5 or 40%265PD0-of-5 or 0%275RB5-of-5 or 100%285RU0-of-5 or 0%295RV5-of-5 or 100%305RS2-of-5 or 40%315RB5-of-5 or 100%325RS24-of-5 or 80%3310SV4-of-10 or 40%346TW0-of-6 or 0%355YG5-of-5 or 100%365YN4-of-5 or 80%188
Train Desktop Copy Test Laptop FreeExperiment 18
Y Y Y Y Y Y Y B 1 1 bioFeature++\laptopfree36.features bioFeature++\desktopcopy36.features
The number match = 97 The total number of analyzed: 188Percentage of matched files overall is 51.59574468085106 %
l1odeskfreelapfreecombinedAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV4-of-5 or 80%25AG1-of-5 or 20%35CB1-of-5 or 20%45DF5-of-5 or 100%55DP0-of-5 or 0%63DL0-of-3 or 0%75EH2-of-5 or 40%85FD0-of-5 or 0%95GG5-of-5 or 100%105IS2-of-5 or 40%115JK5-of-5 or 100%125JM5-of-5 or 100%135JB5-of-5 or 100%145JP5-of-5 or 100%155JS5-of-5 or 100%165JH0-of-5 or 0%175JC0-of-5 or 0%185JB5-of-5 or 100%195JS20-of-5 or 0%205KV0-of-5 or 0%215LB5-of-5 or 100%225LV0-of-5 or 0%235LW5-of-5 or 100%246MV6-of-6 or 100%255PM5-of-5 or 100%265PD4-of-5 or 80%275RB5-of-5 or 100%285RU0-of-5 or 0%295RV4-of-5 or 80%305RS0-of-5 or 0%315RB3-of-5 or 60%325RS25-of-5 or 100%335SV4-of-5 or 80%347TW0-of-7 or 0%355YG5-of-5 or 100%365YN4-of-5 or 80%181
Train Laptop Free Text Test Desktop Copy Text Experiment 19
Y Y Y Y Y Y Y B 1 1 bioFeature++\desktopcopy36.features bioFeature++\laptopfree36.features
The number match = 105 The total number of analyzed: 181Percentage of matched files overall is 58.011049723756905 %
l1odeskcopydeskfreecombinedAVAGCBDFDPDLEHFDGGISJKJMJBJPJSJHJCJB2JS2KVLBLVLWMVPMPDRBRURVRSRBRS2SVTWYGYN15AV4-of-5 or 80%25AG3-of-5 or 60%35CB2-of-5 or 40%45DF3-of-5 or 60%55DP0-of-5 or 0%64DL0-of-4 or 0%75EH5-of-5 or 100%85FD0-of-5 or 0%95GG5-of-5 or 1