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10-fold_result.txt
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10-fold_result.txt
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Fold 0-----------------
accurate:90.32137518684604%
SEDENTARY is: 374---390---95.8974358974359%
INCAR is: 485---564---85.99290780141844%
RUNNING is: 386---386---100.0%
WALKING is: 402---432---93.05555555555556%
INTRAIN is: 326---398---81.90954773869346%
BIKING is: 444---506---87.74703557312253%
Confusion Matrix is:
SEDENTARYINCAR RUNNING WALKING INTRAIN BIKING
374 0 0 0 16 0
0 485 0 0 50 29
0 0 386 0 0 0
0 0 14 402 0 16
36 0 0 0 326 36
0 0 0 62 0 444
Fold 1-----------------
accurate:92.89985052316891%
SEDENTARY is: 361---390---92.56410256410257%
INCAR is: 517---564---91.66666666666666%
RUNNING is: 386---386---100.0%
WALKING is: 404---432---93.51851851851852%
INTRAIN is: 362---398---90.95477386934674%
BIKING is: 456---506---90.11857707509881%
Confusion Matrix is:
SEDENTARYINCAR RUNNING WALKING INTRAIN BIKING
361 0 0 0 29 0
0 517 0 0 16 31
0 0 386 0 0 0
0 0 3 404 0 25
2 2 0 0 362 32
0 0 0 50 0 456
Fold 2-----------------
accurate:91.89088191330343%
SEDENTARY is: 390---390---100.0%
INCAR is: 544---564---96.45390070921985%
RUNNING is: 386---386---100.0%
WALKING is: 308---432---71.29629629629629%
INTRAIN is: 372---398---93.46733668341709%
BIKING is: 459---506---90.71146245059289%
Confusion Matrix is:
SEDENTARYINCAR RUNNING WALKING INTRAIN BIKING
390 0 0 0 0 0
0 544 0 0 8 12
0 0 386 0 0 0
0 0 97 308 0 27
0 7 0 0 372 19
0 9 0 34 4 459
Fold 3-----------------
accurate:97.19730941704036%
SEDENTARY is: 386---390---98.97435897435898%
INCAR is: 547---564---96.98581560283688%
RUNNING is: 372---386---96.37305699481865%
WALKING is: 423---432---97.91666666666666%
INTRAIN is: 379---398---95.22613065326632%
BIKING is: 494---506---97.62845849802372%
Confusion Matrix is:
SEDENTARYINCAR RUNNING WALKING INTRAIN BIKING
386 0 0 0 4 0
0 547 0 0 8 9
0 0 372 14 0 0
0 0 0 423 0 9
0 2 0 0 379 17
0 7 0 4 1 494
Fold 4-----------------
accurate:98.24364723467862%
SEDENTARY is: 385---390---98.71794871794873%
INCAR is: 561---564---99.46808510638297%
RUNNING is: 365---386---94.55958549222798%
WALKING is: 419---432---96.99074074074075%
INTRAIN is: 397---398---99.74874371859298%
BIKING is: 502---506---99.2094861660079%
Confusion Matrix is:
SEDENTARYINCAR RUNNING WALKING INTRAIN BIKING
385 0 0 0 5 0
0 561 0 0 2 1
0 0 365 21 0 0
0 0 13 419 0 0
0 0 0 0 397 1
0 1 0 3 0 502
Fold 5-----------------
accurate:98.20627802690582%
SEDENTARY is: 382---390---97.94871794871794%
INCAR is: 563---564---99.822695035461%
RUNNING is: 370---386---95.85492227979275%
WALKING is: 416---432---96.29629629629629%
INTRAIN is: 397---398---99.74874371859298%
BIKING is: 500---506---98.81422924901186%
Confusion Matrix is:
SEDENTARYINCAR RUNNING WALKING INTRAIN BIKING
382 5 0 0 3 0
0 563 0 0 1 0
0 0 370 16 0 0
0 0 13 416 0 3
0 1 0 0 397 0
0 4 0 1 1 500
Fold 6-----------------
accurate:97.90732436472346%
SEDENTARY is: 354---390---90.76923076923077%
INCAR is: 564---564---100.0%
RUNNING is: 386---386---100.0%
WALKING is: 429---432---99.30555555555556%
INTRAIN is: 384---398---96.4824120603015%
BIKING is: 503---506---99.40711462450594%
Confusion Matrix is:
SEDENTARYINCAR RUNNING WALKING INTRAIN BIKING
354 8 0 0 25 3
0 564 0 0 0 0
0 0 386 0 0 0
0 0 0 429 0 3
3 4 0 0 384 7
0 3 0 0 0 503
Fold 7-----------------
accurate:96.48729446935725%
SEDENTARY is: 344---390---88.2051282051282%
INCAR is: 553---564---98.04964539007092%
RUNNING is: 386---386---100.0%
WALKING is: 403---432---93.28703703703704%
INTRAIN is: 390---398---97.98994974874373%
BIKING is: 506---506---100.0%
Confusion Matrix is:
SEDENTARYINCAR RUNNING WALKING INTRAIN BIKING
344 3 0 0 24 19
2 553 0 0 0 9
0 0 386 0 0 0
0 0 0 403 0 29
0 2 0 0 390 6
0 0 0 0 0 506
Fold 8-----------------
accurate:91.70403587443946%
SEDENTARY is: 272---390---69.74358974358974%
INCAR is: 526---564---93.26241134751773%
RUNNING is: 386---386---100.0%
WALKING is: 408---432---94.44444444444444%
INTRAIN is: 357---398---89.69849246231156%
BIKING is: 505---506---99.80237154150198%
Confusion Matrix is:
SEDENTARYINCAR RUNNING WALKING INTRAIN BIKING
272 1 0 0 86 31
4 526 0 0 23 11
0 0 386 0 0 0
0 0 6 408 0 18
7 31 0 0 357 3
0 0 0 0 1 505
Fold 9-----------------
accurate:91.21823617339312%
SEDENTARY is: 343---390---87.94871794871794%
INCAR is: 522---564---92.5531914893617%
RUNNING is: 386---386---100.0%
WALKING is: 398---432---92.12962962962963%
INTRAIN is: 303---398---76.13065326633166%
BIKING is: 489---506---96.6403162055336%
Confusion Matrix is:
SEDENTARYINCAR RUNNING WALKING INTRAIN BIKING
343 3 0 0 36 8
0 522 0 0 39 3
0 0 386 0 0 0
0 0 16 398 0 18
49 33 0 0 303 13
0 0 0 16 1 489
Confusion Matrix is: -----------------
SEDENTARY INCAR RUNNING WALKING INTRAIN BIKING
3591 20 0 0 228 61
6 5382 0 0 147 105
0 0 3809 51 0 0
0 0 162 4010 0 148
97 82 0 0 3667 134
0 24 0 170 8 4858
Total Accuracy:94.60762331838565%
Accuracy of Each Class:
SEDENTARY is: 3591---3900---92.07692307692308%
INCAR is: 5382---5640---95.42553191489361%
RUNNING is: 3809---3860---98.67875647668394%
WALKING is: 4010---4320---92.82407407407408%
INTRAIN is: 3667---3980---92.1356783919598%
BIKING is: 4858---5060---96.00790513833992%
Precision of Each Class:
SEDENTARY is: 3591---3694---97.21169463995669%
INCAR is: 5382---5508---97.7124183006536%
RUNNING is: 3809---3971---95.92042306723746%
WALKING is: 4010---4231---94.77664854644291%
INTRAIN is: 3667---4050---90.5432098765432%
BIKING is: 4858---5306---91.55672823218998%