Training Set Results:
Overall accuracy (percentage of predictions that are correct) = 0.6578217821782179
Count of True Positives (people detained who would have recidivated): 1312
Count of True Negatives (people released who did not recidivate): 2010
Count of False Positives (people detained who would not have recidivated): 755
Count of False Negatives (people released who recidivated): 973
Of those people detained, percentage who would not have recidivated = 0.3652636671504596
Of those people released, percentage who recidivated = 0.32618169627891386
Of those people who would not have recidivated, percentage detained = 0.2730560578661845
Of those who would have recidivated, percentage released = 0.4258205689277899

Results for African-Americans in training set
Overall accuracy (percentage of predictions that are correct) = 0.65143299767622
Count of True Positives (people detained who would have recidivated): 864
Count of True Negatives (people released who did not recidivate): 818
Count of False Positives (people detained who would not have recidivated): 432
Count of False Negatives (people released who recidivated): 468
Of those people detained, percentage who would not have recidivated = 0.3333333333333333
Of those people released, percentage who recidivated = 0.36391912908242613
Of those people who would not have recidivated, percentage detained = 0.3456
Of those who would have recidivated, percentage released = 0.35135135135135137

Results for Caucasians in training set
Overall accuracy (percentage of predictions that are correct) = 0.6552524666279744
Count of True Positives (people detained who would have recidivated): 331
Count of True Negatives (people released who did not recidivate): 798
Count of False Positives (people detained who would not have recidivated): 242
Count of False Negatives (people released who recidivated): 352
Of those people detained, percentage who would not have recidivated = 0.4223385689354276
Of those people released, percentage who recidivated = 0.3060869565217391
Of those people who would not have recidivated, percentage detained = 0.2326923076923077
Of those who would have recidivated, percentage released = 0.5153733528550513