Showing Predictor "NACD - Stage 4 Stomach Cancer_July2013"

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Retraining, in order to produce the PSSP-processed data

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Cross-validation results
5-Fold Cross-Validation Statistics*
Measure PSSP Predictor (median) PSSP Predictor (mean) K-M Predictor
Concordance Index0.7 ± 0.050.7 ± 0.050.5 ± 0.0
Hinged L1 Loss8.11 ± 0.58.95 ± 0.63
Uncensored L1 loss6.76 ± 0.7111.61 ± 1.947.61 ± 0.49
Marginal L1 Loss9.86 ± 0.3412.67 ± 1.1511.0 ± 0.4
Marginal L2 Loss15.34 ± 0.8116.39 ± 0.67
Hinged L1 Log-Loss0.62 ± 0.020.8 ± 0.070.72 ± 0.03
Uncensored L1 Log-Loss0.65 ± 0.020.95 ± 0.110.77 ± 0.03
Marginal L1 Log-Loss0.67 ± 0.040.84 ± 0.080.79 ± 0.04
Log-Likelihood Loss2.1 ± 0.32
D-calibration χ2 statistics14.05 ± 5.882.06 ± 0.19
D-calibration χ2 p-value0.71 ± 0.281.0 ± 0.0
*Mean value ± standard deviation.


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