Showing Predictor "NACD (L1) _L2_F51_B60_TS-11_0110(SCTX)"

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NACD - L2-marginal loss, L2 regularization (weighted)

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Cross-validation results
5-Fold Cross-Validation Statistics*
Measure PSSP Predictor (median) PSSP Predictor (mean) K-M Predictor
Concordance Index0.69 ± 0.090.69 ± 0.090.5 ± 0.0
Hinged L1 Loss13.34 ± 3.1413.28 ± 0.05
Uncensored L1 loss13.42 ± 1.1213.17 ± 0.4412.18 ± 0.05
Marginal L1 Loss19.76 ± 3.6817.12 ± 0.7320.89 ± 0.16
Marginal L2 LossN / A
Hinged L1 Log-Loss1.87 ± 2.270.66 ± 0.020.79 ± 0.01
Uncensored L1 Log-Loss2.02 ± 2.20.93 ± 0.010.97 ± 0.01
Marginal L1 Log-Loss1.95 ± 2.070.84 ± 0.031.02 ± 0.01
Log-Likelihood Loss3.58 ± 7.16
D-calibration χ2 statistics897.25 ± 692.020.97 ± 0.12
D-calibration χ2 p-value0.0 ± 0.01.0 ± 0.0
*Mean value ± standard deviation.


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