Showing Predictor "Toy dataset 2"

This predictor was successfully trained!

Meta

Notes:

Synthetic dataset from Hao with 20 uncensored patients and a single feature taking values 1,2,3,4

Publicly Accessible: yes

Viewable by Administrators: yes

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 Index1.0 ± 0.01.0 ± 0.00.5 ± 0.0
Hinged L1 Loss1.32 ± 0.385.2 ± 0.29
Uncensored L1 loss1.32 ± 0.382.44 ± 1.135.2 ± 0.29
Marginal L1 Loss1.32 ± 0.382.44 ± 1.135.2 ± 0.29
Marginal L2 Loss1.47 ± 0.425.92 ± 0.36
Hinged L1 Log-Loss0.14 ± 0.050.28 ± 0.120.51 ± 0.05
Uncensored L1 Log-Loss0.14 ± 0.050.28 ± 0.120.51 ± 0.05
Marginal L1 Log-Loss0.12 ± 0.040.25 ± 0.110.47 ± 0.05
Log-Likelihood Loss0.61 ± 0.35
D-calibration χ2 statistics24.0 ± 11.6616.0 ± 0.0
D-calibration χ2 p-value0.42 ± 0.290.66 ± 0.0
*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