Showing Predictor "NACD (L1) _Re "

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Northern Alberta Cancer Dataset
trained with L2 regularization.

from V Baracos

Publicly Accessible: yes

Viewable by Administrators: yes

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Cross-validation results
5-Fold Cross-Validation Statistics*
Measure PSSP Predictor (median) PSSP Predictor (mean) K-M Predictor
Concordance Index0.75 ± 0.010.5 ± 0.0
Hinged L1 Loss9.95 ± 0.34
Uncensored L1 loss10.02 ± 0.47
Marginal L1 LossN / A
Marginal L2 LossN / A
Hinged L1 Log-Loss0.58 ± 0.02
Uncensored L1 Log-Loss0.46 ± 0.02
Marginal L1 Log-LossN / A
Log-Likelihood Loss2.09 ± 1.05
D-calibration χ2 statistics14.99 ± 2.22
D-calibration χ2 p-value0.71 ± 0.13
*Mean value ± standard deviation.

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Statistics accuracy, specificity, sensitivity (1-calibration) for
classifier with Cutoff: