Showing Predictor "NACD - Retrained (13 Features - L2)"

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 Index0.71 ± 0.010.5 ± 0.0
Hinged L1 Loss10.91 ± 0.29
Uncensored L1 lossN / A
Marginal L1 LossN / A
Marginal L2 LossN / A
Hinged L1 Log-Loss0.66 ± 0.01
Uncensored L1 Log-LossN / A
Marginal L1 Log-LossN / A
Log-Likelihood Loss3.64 ± 0.07
D-calibration χ2 statisticsN / A
D-calibration χ2 p-valueN / A
*Mean value ± standard deviation.

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