Showing Predictor "Toy dataset 6"

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Synthetic dataset from Hao, with 20 uncensored patients and 1 feature, taking values 1-3

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Cross-validation results
5-Fold Cross-Validation Statistics*
Measure PSSP Predictor (median) PSSP Predictor (mean) K-M Predictor
Concordance Index0.92 ± 0.00.92 ± 0.00.5 ± 0.0
Hinged L1 Loss1.83 ± 0.376.9 ± 0.87
Uncensored L1 loss1.83 ± 0.373.94 ± 1.096.9 ± 0.87
Marginal L1 Loss1.83 ± 0.373.94 ± 1.096.9 ± 0.87
Marginal L2 Loss2.19 ± 0.528.19 ± 0.74
Hinged L1 Log-Loss0.15 ± 0.030.24 ± 0.060.52 ± 0.11
Uncensored L1 Log-Loss0.15 ± 0.030.24 ± 0.060.52 ± 0.11
Marginal L1 Log-Loss0.14 ± 0.030.22 ± 0.050.48 ± 0.1
Log-Likelihood Loss0.81 ± 0.21
D-calibration χ2 statistics20.0 ± 4.916.0 ± 0.0
D-calibration χ2 p-value0.45 ± 0.260.66 ± 0.0
*Mean value ± standard deviation.


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Statistics accuracy, specificity, sensitivity (1-calibration) for
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