Sex Determination of 3D Skull Based on a Novel Unsupervised Learning Method

Table 4

Comparative analysis of the proposed MKDSIF-FCM and other popular classification methods on the skull dataset.

Classifier	TPR [%]	TNR [%]	ACC [%]
Decision tree	78.82	82.10	80.47
BP neural network	80.93	85.07	83.00
H-ELM [18]	88.27	88.13	88.20
Logistic regression	84.93	92.53	88.73
SVM	91.60	94.00	92.80
FDA	90.93	94.80	92.87
MKDSIF-FCM (proposed)	93.02	98.00	95.70