Squared Error

Recurrence Time

Survival Time

Clinical

Gene

Combine

Clinical

Gene

Combine

AIC_forward

88.02252

161.9316

109.8145

14.93231

30.15551

29.93698

AIC_backward

89.63435

263.6723

270.8718

14.99714

46.99471

40.46959

BIC_forward

90.28384

99.06505

95.96064

14.9679

16.87202

18.08766

BIC_backward

90.4978

100.3037

101.3698

15.4744

16.91685

18.74606

Lasso

86.3698

86.004

85.04999

15.01978

14.86603

14.35564

SVM

85.68813

76.1626

76.62927

17.22483

13.70854

13.80344

Bagging

97.17304

80.88428

81.0711

17.87421

13.66594

13.67645

Random Forest

92.2355

78.80615

79.35379

16.22553

14.01995

13.85368