Research Article

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

Table 8

Comparative analysis between the performances of the proposed architecture and other state-of-the-art learning models in the months of April 2021-May 2021.

AlgorithmsPerformance metrics (%)
Acy (%)Sty (%)Sfy (%)Pscn (%)F1-score (%)

ANN5554.5555355
NB60626460.562
KNN6263.4646163
RF63.563656163
GBDT68.567646264
SVM7069.466.466.866.30
BILSTM787575.67776.5
DEEPFISHNETS9998.5999999