Showing Predictor "NACD (L2) - Retrained (L1)"

This predictor was successfully trained!



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 Index0.76 ± 0.010.5 ± 0.0
Hinged L1 Loss9.31 ± 0.23
Uncensored L1 lossN / A
Marginal L1 LossN / A
Marginal L2 LossN / A
Hinged L1 Log-Loss0.56 ± 0.01
Uncensored L1 Log-LossN / A
Marginal L1 Log-LossN / A
Log-Likelihood Loss3.53 ± 0.02
D-calibration χ2 statisticsN / A
D-calibration χ2 p-valueN / A
*Mean value ± standard deviation.

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Examine Classification Accuracy

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