Run
1812078

Run 1812078

Task 1701 (Learning Curve) anneal 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
0.9419 ± 0.0247
Per class
F measure
0.8738 ± 0.034
Per class
Kappa
0.6912 ± 0.0708
KB relative information score
595.979 ± 6.7889
Mean absolute error
0.0517 ± 0.0085
Mean prior absolute error
0.1343 ± 0.0013
Number of instances
898
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.8742 ± 0.0301
Per class
Predictive accuracy
0.8775 ± 0.0334
Prior entropy
1.2149
Recall
0.8775 ± 0.0334
Per class
Relative absolute error
0.3851 ± 0.0646
Root mean prior squared error
0.2582 ± 0.0024
Root mean squared error
0.1712 ± 0.0202
Root relative squared error
0.6631 ± 0.0793
SciMark benchmark
1887.2581
UserCPU time millis
1530
UserCPU time millis testing
10
UserCPU time millis training
1520