Table 2 Evaluation parameters for all the trained models.

From: Innovative integration of wind transformation in AI models for real-time carcinogenic risk assessment

Model

R2

MAE

MSE

RMSE

MAPE

  

ILCR normalised

ILCR

ILCR normalised

ILCR

ILCR normalised

ILCR

ILCR normalised

ILCR

PSM-ANN

0.9440

0.0374

3.74E−08

0.0025

2.51E−15

0.0501

5.01E−08

105.6106

105.6108

CM-ANN

0.8539

0.0536

5.36E−08

0.0066

6.55E−15

0.0810

8.10E−08

171.1157

171.1157

PSM-XGB

0.8950

0.0483

4.83E−08

0.0047

4.71E−15

0.0686

6.86E−08

115.9011

115.9010

CM-XGB

0.7993

0.0614

6.14E−08

0.0090

9.00E−15

0.0949

9.49E−08

100.0139

100.0138

PSM-RF

0.8739

0.0483

4.83E−08

0.0057

5.66E−15

0.0752

7.52E−08

148.9406

148.9407

CM-RF

0.8306

0.0550

5.50E−08

0.0076

7.60E−15

0.0872

8.72E−08

165.4630

165.4630

PSM-MLR

0.7114

0.0705

7.05E−08

0.0129

1.29E−14

0.1138

1.14E−07

130.4747

130.4748

CM-MLR

0.6994

0.0725

7.25E−08

0.0135

1.35E−14

0.1161

1.16E−07

107.7413

107.7413