Table 2 Comparative analysis of feature selection algorithms at 70% learning rate: a Metric-based performance evaluation.

From: An instructional emperor pigeon optimization (IEPO) based DeepEnrollNet for university student enrolment prediction and retention recommendation

 

IEPO

TLBO

EMA

EPO

PROPOSED

R-squared (R²)

0.812632

0.82334

0.87363

0.91623

0.98263

MSE

0.45653

0.423434

0.32342

0.40985

0.234643

MSRE

0.44543

0.41234

0.33243

0.412345

0.24323

NMSE

0.44432

0.43214

0.34432

0.43567

0.21134

RMSE

0.411124

0.45322

0.36536

0.41124

0.231467

MAPE

0.421213

0.40987

0.38786

0.38768

0.212345

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