Showing Predictor "Support2 L1_L2_F37_B95_TS-log-likelihood_1110(SCTX)"

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Regularization: L2	Tuning Score: avg log-likelihood loss
Time Points: 96	Tune Parameters: true
Feature Selection: false	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: 2017-05-11 15:18:58 -0600	Used Time: 30 minutes
Label Name: SURVIVAL	C Parameter: 0.1
PSSP model: mtlr_model_file2648.mtlr	Version: 0.0.1

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Cross-validation results

5-Fold Cross-Validation Statistics*
Measure	PSSP Predictor (median)	PSSP Predictor (mean)	K-M Predictor
Concordance Index	0.72 ± 0.01	0.72 ± 0.01	0.5 ± 0.0
Hinged L1 Loss	11.8 ± 0.5		14.17 ± 0.01
Uncensored L1 loss	11.44 ± 0.73	15.27 ± 0.45	7.89 ± 0.01
Marginal L1 Loss	17.64 ± 0.61	19.38 ± 0.43	22.9 ± 0.24
Marginal L2 Loss	26.72 ± 0.81		32.44 ± 0.41
Hinged L1 Log-Loss	1.18 ± 0.03	1.47 ± 0.02	1.65 ± 0.0
Uncensored L1 Log-Loss	1.38 ± 0.03	2.03 ± 0.03	1.77 ± 0.0
Marginal L1 Log-Loss	1.3 ± 0.03	1.58 ± 0.02	1.85 ± 0.0
Log-Likelihood Loss	3.24 ± 0.01
D-calibration χ² statistics	27.52 ± 5.27		10.27 ± 0.25
D-calibration χ² p-value	0.15 ± 0.15		0.95 ± 0.01

*Mean value ± standard deviation.

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