Run
1812082

Run 1812082

Task 1728 (Learning Curve) credit-approval Uploaded 16-08-2016 by Jan van Rijn
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Flow

weka.Logistic(6)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(6)_R1.0E-8
weka.Logistic(6)_M-1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9125 ± 0.0426
Per class
F measure
0.8582 ± 0.0354
Per class
Kappa
0.7137 ± 0.0712
KB relative information score
432.3738 ± 4.3442
Mean absolute error
0.1933 ± 0.0298
Mean prior absolute error
0.494 ± 0.0008
Number of instances
690
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.8592 ± 0.0341
Per class
Predictive accuracy
0.858 ± 0.0354
Prior entropy
0.9913
Recall
0.858 ± 0.0354
Per class
Relative absolute error
0.3914 ± 0.0605
Root mean prior squared error
0.497 ± 0.0008
Root mean squared error
0.3286 ± 0.0454
Root relative squared error
0.6613 ± 0.0915
SciMark benchmark
1329.5802
UserCPU time millis
70
UserCPU time millis training
70