Run
1812095

Run 1812095

Task 1744 (Learning Curve) splice 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
0.9278 ± 0.0136
Per class
F measure
0.894 ± 0.0169
Per class
Kappa
0.828 ± 0.0273
KB relative information score
2673.5849 ± 8.1472
Mean absolute error
0.0706 ± 0.0112
Mean prior absolute error
0.4101 ± 0.0003
Number of instances
3190
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.8945 ± 0.0155
Per class
Predictive accuracy
0.8937 ± 0.0173
Prior entropy
1.4804
Recall
0.8937 ± 0.0173
Per class
Relative absolute error
0.1722 ± 0.0273
Root mean prior squared error
0.4528 ± 0.0003
Root mean squared error
0.2643 ± 0.0212
Root relative squared error
0.5836 ± 0.0472
SciMark benchmark
1394.2849
UserCPU time millis
21980
UserCPU time millis testing
20
UserCPU time millis training
21960