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Table 5 Assessment of C5.0 models

From: Home is where the ad is: online interest proxies housing demand

 

Observations

Duplicates

Precision

Recall

F-measure

Different agency

9997

3483

0.923

0.892

0.907

Same agency

8688

1473

0.952

0.963

0.957

  1. Precision = TP/(TP + FP). Recall = TP/(TP + FN). F-measure = 2 (Precision Recall)/(Precision + Recall). TP = true positive; FP = false positive; FN = false negative.