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Table 12 TP, TN, FP and FN results of the SVM-Lib, C4.5 and deep neural network algorithm for basket analysis with and without the N-LIST algorithm

From: An analytics model for TelecoVAS customers’ basket clustering using ensemble learning approach

  Without N-list algorithm With N-list algorithm
SVM-Lib C4.5 Deep Ensemble SVM-Lib C4.5 Deep Ensemble-Nlist
TP 7500 7650 7500 8200 7600 7560 7700 9240
TN 100 220 520 860 130 200 20 520
FP 200 90 2 90 120 140 80 50
FN 2200 2050 2000 850 2150 2100 2200 190