Showing Predictor "NACD L2 49, l1-loss, Cox"

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NACD - like #32, but L2, and w/Cox Feature Selection

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Cross-validation results
5-Fold Cross-Validation Statistics*
Measure PSSP Predictor (median) PSSP Predictor (mean) K-M Predictor
Concordance Index0.76 ± 0.010.5 ± 0.0
Hinged L1 Loss9.6 ± 0.2713.28 ± 0.05
Uncensored L1 loss11.01 ± 0.2312.18 ± 0.05
Marginal L1 Loss17.86 ± 0.4222.09 ± 0.07
Marginal L2 LossN / A
Hinged L1 Log-Loss0.57 ± 0.010.79 ± 0.0
Uncensored L1 Log-Loss0.77 ± 0.010.98 ± 0.01
Marginal L1 Log-Loss0.74 ± 0.020.98 ± 0.0
Log-Likelihood Loss2.58 ± 0.01
D-calibration χ2 statistics9.73 ± 2.210.97 ± 0.12
D-calibration χ2 p-value0.94 ± 0.071.0 ± 0.0
*Mean value ± standard deviation.


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