HE-DFNETS: A Novel Hybrid Deep Learning Architecture for the Prediction of Potential Fishing Zone Areas in Indian Ocean Using Remote Sensing Images

Table 7

Comparative analysis: proposed architecture vs. other state-of-the-art learning models in the months of Jan 2021-March 2021.

Algorithms	Performance metrics (%)
	Acy (%)	Sty (%)	Sfy (%)	Pscn (%)	F1-score (%)
ANN	56	54.5	55	54%	55
NB	61	62	63	61.5%	62
KNN	63	62.4	62	61%	63
RF	64	62	64	61%	63
GBDT	67	66	65	62%	64
SVM	69	68.4	67.4	66.8%	66.30
BILSTM	78	75	76	775	76.5
DEEPFISHNETS	99	98.5	99	99%	99