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 |