Research Article

An Efficient Cancer Classification Model Using Microarray and High-Dimensional Data

Table 4

PCC-DTCV model with optimized DT and PPC 0.4.

DatasetFeaturesSelected featuresPCC-DTCV model with optimized DT and PPC
AccuracyAUCSensitivitySpecificityRecallF1-score
0101

Singh126002990.76  0.120.76  0.120.74  0.160.78  0.210.800.810.800.81
Gordon125337430.93  0.050.87  0.110.97  0.040.76  0.230.970.840.970.84
Chowdary222834100.92  0.090.92  0.090.94  0.120.90  0.120.940.880.930.83
Alon2000610.82  0.130.80  0.140.73  0.230.88  0.170.730.820.710.84
Chin2221512110.79  0.090.78  0.100.74  0.170.81  0.120.720.850.730.85
West7129280.86  0.130.87  0.130.87  0.210.87  0.160.840.830.840.83
Golub71294650.86  0.090.83  0.120.92  0.100.75  0.210.940.800.920.83