Table 8 The comparison between PDCOA and traditional methods.

From: Parallel and distributed chimp-optimized LSTM for oil well-log reconstruction in China

Method

MAE

RMSE

MSE

R2

Average search time

PDCOA

0.0296

0.0990

0.0099

0.989

8 m 56 s

Keras Tuner

0.0312

0.1040

0.0108

0.985

35 m 32 S

Grid Search

0.0328

0.1100

0.0121

0.980

75 m 42 s