Showing Predictor "NACD (L1) _L2_F51_B49_TS-log-likelihood_1111(SCTX)"

This predictor was successfully trained!

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Options
Regularization: L2	Tuning Score: avg log-likelihood loss
Time Points: 50	Tune Parameters: true
Feature Selection: Cox Feature Selection	Include Sibling Features: false
Standardize: true	Run Cross-Validation: true
Objective Function: log-likelihood	Marginal Loss Type: unweighted
Use pre-defined Fold: No

Results
Start Time: 2015-03-27 15:18:27 -0600	Used Time: 3 minutes
Label Name: SURVIVAL	C Parameter: 1.0
PSSP model: mtlr_model_file679.mtlr	Version: 0.0.1

Predictor Settings / Retrain Show

Cross-validation results

5-Fold Cross-Validation Statistics*
Measure	PSSP Predictor (median)	PSSP Predictor (mean)	K-M Predictor
Concordance Index	0.73 ± 0.01		0.5 ± 0.0
Hinged L1 Loss	10.42 ± 0.38
Uncensored L1 loss	N / A
Marginal L1 Loss	N / A
Marginal L2 Loss	N / A
Hinged L1 Log-Loss	0.62 ± 0.02
Uncensored L1 Log-Loss	N / A
Marginal L1 Log-Loss	N / A
Log-Likelihood Loss	2.64 ± 0.02
D-calibration χ² statistics	14.71 ± 4.35
D-calibration χ² p-value	0.71 ± 0.26

*Mean value ± standard deviation.

Examine Classification Accuracy