Step 1: Data Modeling

## [1] "Best distance:  60 m, best time:  20 d, FValue:  0.647993025812076"
## [1] "Right Positives: 8548"
## [1] "False Positives: 6714"
## [1] "False Negatives: 2573"
## [1] "Right Negatives: 16855"
## [1] "Precision: 0.560083868431398"
## [1] "Recall: 0.768635914036508"
## [1] "F-Value: 0.647993025812076"

## [1] 0.648

## [1] "CONFUSION MATRIX:"

##                             [Reality: Duplicate] [Reality: Non Duplicate]
## [Prediction: Duplicate]                     8408                     2713
## [Prediction: Non Duplicate]                 6975                    16594

HEAT MAPS: