Remote Sensing Landslide Recognition Based on Convolutional Neural Network

Table 4

Results of the comparison between CNN, SVM, NBC, and GBM.

Evaluation parameter	CNN		SVM		GBM		NBC
	RGB (%)	4 bands + NDVI (%)	RGB (%)	4 bands + NDVI (%)	RGB (%)	4 bands + NDVI (%)	RGB (%)	4 bands + NDVI (%)
Accuracy	96.45	97.69	96.15	96.98	95.36	97.03	90.16	87.67
Precision	33.64	63.63	17.92	40.17	19.78	48.44	12.72	65.90
Recall	68.23	78.87	71.93	80.16	40.96	73.83	8.28	20.79
F-measure	45.06	70.44	28.69	53.52	26.68	58.50	10.03	31.61