Table 8.

Molecular subtype classification of Breast Cancer to separate TNBC from other breast cancer subtypes using the 100-miRNA signature, on the GEO dataset

	TNBC	Other	Global
#Samples	139	44	183
Gradient Boosting	0.9353	0.7500	0.8909
Random Forest	0.9424	0.6136	0.8634
Logistic Regression	0.9065	0.6590	0.8476
Passive Aggressive	0.8561	0.7045	0.8197
SGD	0.9065	0.5227	0.8145
SVC	0.8561	0.7727	0.8355
Ridge	0.8993	0.6136	0.8300
Bagging	0.9496	0.7727	0.9070
Average	0.9065	0.6761	0.8511