Research Article

Predicting and Preventing Crime: A Crime Prediction Model Using San Francisco Crime Data by Classification Techniques

Table 8

Accuracy, incorrectly classified instances, recall, and precision for Random Forest on training and testing data.

  

MethodAccuracy (correctly classified instances)Incorrectly classified instancesRecallPrecision
Random Forest (training data)80.84%19.16%80.41%80.93%
Random Forest (testing data)63.43%36.57%63.29%62.80%