Run
1812143

Run 1812143

Task 125877 (Learning Curve) autoUniv-au7-700 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
0.5932 ± 0.0454
Per class
F measure
0.419 ± 0.061
Per class
Kappa
0.1324 ± 0.09
KB relative information score
71.4231 ± 1.4762
Mean absolute error
0.4232 ± 0.0076
Mean prior absolute error
0.4437 ± 0.0002
Number of instances
700
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.4171 ± 0.0644
Per class
Predictive accuracy
0.4229 ± 0.0607
Prior entropy
1.5824
Recall
0.4229 ± 0.0607
Per class
Relative absolute error
0.9538 ± 0.0171
Root mean prior squared error
0.471 ± 0.0002
Root mean squared error
0.4658 ± 0.0088
Root relative squared error
0.989 ± 0.0187
SciMark benchmark
1411.8507
UserCPU time millis
50
UserCPU time millis training
50