Research Article

[Retracted] Diagnosis of Melanoma Using Deep Learning

Table 4

Random forest results without the use of SMOTE + ENN.

SelectorAccuracyPrecisionSensitivitySpecificityF-valueK-index

R0.89330.7970.68330.94580.71630.6568
±0.0344±0.1512±0.1511±0.0512±0.0924±0.1084

RankSearch0.90330.83190.66670.96250.73790.6768
±0.0205±0.1111±0.0556±0.0274±0.0459±0.0585

PSO0.90830.83530.70830.95830.75120.6967
±0.0196±0.1124±0.1318±0.0340±0.0694±0.0757

GS0.92830.86880.78330.96460.80820.7656
±0.0261±0.1037±0.1480±0.0326±0.0899±0.1004