. 2022 Apr 7;2022:9879610. doi: 10.34133/2022/9879610

Table 4.

Mean and standard deviation (SD) of balanced accuracy from the three times repeated 5-fold cross-validation for the four machine learning and two deep learning models.

Machine learning type	Model name	Branch (B)		Taproot (T)		Between T and B (TB)
Machine learning type	Model name	Mean	SD	Mean	SD	Mean	SD
Unsupervised machine learning	k-Means	0.673	0.135	0.598	0.138	0.591	0.122
Unsupervised machine learning	PAM	0.447	0.164	0.525	0.180	0.452	0.169
Supervised machine learning	Naïve Bayes	0.787	0.041	0.779	0.036	0.581	0.054
Supervised machine learning	Random forest	0.843	0.029	0.852	0.031	0.703	0.071
Deep learning	Neuralnet	0.501	0.056	0.487	0.049	0.508	0.053
Deep learning	TensorFlow	0.789	0.029	0.791	0.037	0.623	0.068