Showing Predictor "NACD - L2, Cox, 49t_L2_F35_B100_TS-log-likelihood_111C(SCTX)"

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Notes:

Original version -- with single feature for Site, single feature for Stage, etc.

Using Cox FeatureSelection (sibling).

L2.

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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 ± 0.010.76 ± 0.010.5 ± 0.0
Hinged L1 Loss9.48 ± 0.3613.28 ± 0.05
Uncensored L1 loss10.82 ± 0.4915.35 ± 0.5612.18 ± 0.05
Marginal L1 Loss15.95 ± 0.5517.08 ± 0.621.74 ± 0.18
Marginal L2 LossN / A
Hinged L1 Log-Loss0.56 ± 0.020.65 ± 0.010.79 ± 0.01
Uncensored L1 Log-Loss0.76 ± 0.020.96 ± 0.020.97 ± 0.01
Marginal L1 Log-Loss0.7 ± 0.020.76 ± 0.020.99 ± 0.01
Log-Likelihood Loss2.22 ± 0.02
D-calibration χ2 statistics10.43 ± 3.690.97 ± 0.12
D-calibration χ2 p-value0.89 ± 0.121.0 ± 0.0
*Mean value ± standard deviation.


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Statistics accuracy, specificity, sensitivity (1-calibration) for
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