Research Article

[Retracted] Performance Analysis of Deep Learning Models for Binary Classification of Cancer Gene Expression Data

Table 6

Epoch and learning rate setting for MLP, 1DCNN, and 2DCNN.

ModelDatasetLearning rateEpoch

MLPColon (ANOVA)0.000 1100
Colon (IG)0.000 15100
Pancreatic (ANOVA)0.000 15100
Pancreatic (IG)0.000 1100
Breast (ANOVA)0.00150
Breast (IG)0.000 0150
Lung (ANOVA)0.000 1100
Lung (IG)0.001200

1DCNNColon (ANOVA)0.000 01100
Colon (IG)0.001100
Pancreatic (ANOVA)0.000 150
Pancreatic (IG)0.001100
Breast (ANOVA)0.000 150
Breast (IG)0.000 01100
Lung (ANOVA)0.000 0150
Lung (IG)0.001100

2DCNNColon (ANOVA)0.001100
Colon (IG)0.000 01200
Pancreatic (ANOVA)0.000 01100
Pancreatic (IG)0.000 1200
Breast (ANOVA)0.000 15100
Breast (IG)0.001100
Lung (ANOVA)0.000 01100
Lung (IG)0.000 01100