Showing Predictor "NSBCD_L2_mashrur_std_false"

This predictor was successfully trained!

Meta

Publicly Accessible: yes

Viewable by Administrators: yes

Parent Predictor: Show

Actions:EditDelete

Hide

Dataset Show


Predictor Settings / Retrain Show

Cross-validation results
5-Fold Cross-Validation Statistics*
Measure PSSP Predictor (median) PSSP Predictor (mean) K-M Predictor
Concordance Index0.54 ± 0.080.54 ± 0.080.5 ± 0.0
Hinged L1 Loss27.87 ± 6.6715.5 ± 1.42
Uncensored L1 loss26.81 ± 10.1733.2 ± 22.0934.67 ± 4.39
Marginal L1 Loss41.33 ± 6.137.73 ± 11.8422.01 ± 2.3
Marginal L2 Loss49.75 ± 8.1329.87 ± 5.34
Hinged L1 Log-Loss1.37 ± 0.380.63 ± 0.090.44 ± 0.03
Uncensored L1 Log-Loss1.34 ± 0.180.99 ± 0.391.17 ± 0.12
Marginal L1 Log-Loss1.56 ± 0.330.91 ± 0.090.6 ± 0.05
Log-Likelihood Loss5.01 ± 2.27
D-calibration χ2 statistics63.11 ± 67.159.61 ± 5.93
D-calibration χ2 p-value0.31 ± 0.40.86 ± 0.25
*Mean value ± standard deviation.


Download Predictions (CSV)

Individual Predictions

D-Calibration Histogram

Kaplan Meier Visualization

Show Feature Weights

Examine Classification Accuracy

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