Variables | Algorithms | True Positive (TP) | True Negative (TN) | False Positive (FP) | False Negative (FN) |
|
Deep Learning | ANN | 6003 | 2867 | 680 | 450 | 88.7% |
CNN | 6003 | 2869 | 681 | 451 | 88.5% | |
RNN | 6003 | 2867 | 680 | 450 | 88.7% | |
DNN | 6002 | 2867 | 681 | 450 | 88.6% | |
Supervised Learning | SVM | 6042 | 2969 | 617 | 371 | 90.01% |
K-NN | 5999 | 2823 | 710 | 468 | 88.2% | |
NB | 5999 | 2823 | 710 | 468 | 88.2% | |
RF | 5898 | 2825 | 750 | 527 | 87.2% | |
Unsupervised Learning | APRIORI | 4981 | 2499 | 1607 | 913 | 74.8% |
ECLAT | 4907 | 2556 | 1621 | 916 | 74.6% | |
K-MEANS CLUSTERING | 4981 | 2499 | 1607 | 913 | 74.8% | |
DBSCAN | 4981 | 2499 | 1607 | 913 | 74.8% |