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RandomForest_Result_1Tree.txt
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RandomForest_Result_1Tree.txt
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Results
======
Correctly Classified Instances 560210 63.8017 %
Incorrectly Classified Instances 317839 36.1983 %
Kappa statistic 0.5989
K&B Relative Info Score 57086697.0303 %
K&B Information Score 2207578.9838 bits 2.5142 bits/instance
Class complexity | order 0 3395320.0541 bits 3.8669 bits/instance
Class complexity | scheme 272146331.4323 bits 309.9444 bits/instance
Complexity improvement (Sf) -268751011.3782 bits -306.0775 bits/instance
Mean absolute error 0.0187
Root mean squared error 0.1283
Relative absolute error 40.2905 %
Root relative squared error 84.3147 %
Total Number of Instances 878049
=== Detailed Accuracy By Class ===
TP Rate FP Rate Precision Recall F-Measure ROC Area Class
0.584 0.031 0.491 0.584 0.533 0.826 WARRANTS
0.637 0.072 0.598 0.637 0.617 0.821 OTHER OFFENSES
0.715 0.065 0.734 0.715 0.724 0.837 LARCENY/THEFT
0.75 0.017 0.738 0.75 0.744 0.873 VEHICLE THEFT
0.624 0.02 0.63 0.624 0.627 0.823 VANDALISM
0.661 0.037 0.676 0.661 0.668 0.828 NON-CRIMINAL
0.592 0.011 0.592 0.592 0.592 0.823 ROBBERY
0.625 0.039 0.608 0.625 0.617 0.835 ASSAULT
0.505 0.005 0.512 0.505 0.508 0.84 WEAPON LAWS
0.602 0.015 0.636 0.602 0.618 0.822 BURGLARY
0.581 0.014 0.608 0.581 0.594 0.82 SUSPICIOUS OCC
0.388 0.003 0.407 0.388 0.397 0.819 DRUNKENNESS
0.576 0.005 0.587 0.576 0.582 0.828 FORGERY/COUNTERFEITING
0.604 0.024 0.619 0.604 0.611 0.876 DRUG/NARCOTIC
0.295 0.003 0.371 0.295 0.329 0.811 STOLEN PROPERTY
0.297 0.006 0.364 0.297 0.327 0.807 SECONDARY CODES
0.47 0.004 0.515 0.47 0.491 0.818 TRESPASS
0.757 0.008 0.744 0.757 0.751 0.891 MISSING PERSON
0.499 0.008 0.547 0.499 0.522 0.821 FRAUD
0.355 0.001 0.396 0.355 0.374 0.831 KIDNAPPING
0.527 0.001 0.602 0.527 0.562 0.854 RUNAWAY
0.472 0.001 0.519 0.472 0.495 0.819 DRIVING UNDER THE INFLUENCE
0.544 0.002 0.581 0.544 0.562 0.84 SEX OFFENSES FORCIBLE
0.743 0.002 0.739 0.743 0.741 0.908 PROSTITUTION
0.395 0.002 0.459 0.395 0.424 0.823 DISORDERLY CONDUCT
0.567 0.001 0.608 0.567 0.587 0.82 ARSON
0.542 0 0.568 0.542 0.555 0.819 FAMILY OFFENSES
0.421 0.001 0.505 0.421 0.459 0.821 LIQUOR LAWS
0.287 0 0.359 0.287 0.319 0.816 BRIBERY
0.555 0 0.609 0.555 0.581 0.825 EMBEZZLEMENT
0.494 0 0.563 0.494 0.526 0.817 SUICIDE
0.501 0.001 0.578 0.501 0.537 0.836 LOITERING
0.419 0 0.554 0.419 0.477 0.804 SEX OFFENSES NON FORCIBLE
0.363 0 0.47 0.363 0.41 0.797 EXTORTION
0.486 0 0.538 0.486 0.511 0.812 GAMBLING
0.525 0 0.595 0.525 0.558 0.82 BAD CHECKS
0.333 0 0.667 0.333 0.444 0.917 TREA
0.616 0.001 0.651 0.616 0.633 0.825 RECOVERED VEHICLE
0.364 0 0.364 0.364 0.364 0.727 PORNOGRAPHY/OBSCENE MAT
Weighted Avg. 0.638 0.038 0.639 0.638 0.638 0.836