Analysis of Machine Learning Techniques for Sentinel-2A Satellite Images

Table 6

Overall accuracy and kappa coefficient with Sentinel-2A satellite.

Sentinel-2A (2016)
No.	Classifier	Overall accuracy (%)	Kappa coefficient
1	RF	99.92	0.998823
2	KNN	91.56	0.977268
3	DTC	91.49	0.952622
4	SVM	84.56	0.933182
5	Mahalanobis	83.83	0.736954
6	Normal Bayes	83.26	0.919499
7	MLC	83.26	0.906808
8	Maximum Entropy	68.15	0.788352
9	ANN	61.69	0.736954
10	MDC	60.39	0.668331
11	SAM	54.32	0.533520
12	Parallelepiped	42.52	0.116987