Showing Predictor "NACD (L1) _Re "

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NACD - L2-marginal loss, L2 regularization (weighted)

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Regularization: L2	Tuning Score: avg marginal l1-loss
Time Points: 50	Tune Parameters: true
Feature Selection: false	Include Sibling Features: false
Standardize: false	Run Cross-Validation: true
Objective Function: l2 marginal loss	Marginal Loss Type: weighted
Use pre-defined Fold: No

Results
Start Time: 2016-12-09 12:09:14 -0700	Used Time: 9 minutes
Label Name: SURVIVAL	C Parameter: 0.001
PSSP model: mtlr_model_file2504.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	0.74 ± 0.01	0.74 ± 0.01	0.5 ± 0.0
Hinged L1 Loss	10.91 ± 0.35		13.28 ± 0.05
Uncensored L1 loss	12.41 ± 0.44	12.25 ± 0.32	12.18 ± 0.05
Marginal L1 Loss	17.85 ± 0.44	17.68 ± 0.38	20.96 ± 0.16
Marginal L2 Loss	22.86 ± 0.66		27.14 ± 0.29
Hinged L1 Log-Loss	0.65 ± 0.02	0.65 ± 0.02	0.79 ± 0.01
Uncensored L1 Log-Loss	0.9 ± 0.03	0.91 ± 0.02	0.97 ± 0.01
Marginal L1 Log-Loss	0.85 ± 0.03	0.85 ± 0.02	1.02 ± 0.01
Log-Likelihood Loss	8.06 ± 16.12
D-calibration χ² statistics	1756.9 ± 224.63		0.97 ± 0.12
D-calibration χ² p-value	0.0 ± 0.0		1.0 ± 0.0

*Mean value ± standard deviation.

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