Run
1812149

Run 1812149

Task 125879 (Learning Curve) autoUniv-au4-2500 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
0.6244 ± 0.038
Per class
F measure
0.5437 ± 0.0271
Per class
Kappa
0.1938 ± 0.0523
KB relative information score
308.8747 ± 6.244
Mean absolute error
0.3458 ± 0.0103
Mean prior absolute error
0.3794 ± 0.0005
Number of instances
2500
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.5338 ± 0.0254
Per class
Predictive accuracy
0.558 ± 0.0284
Prior entropy
1.3187
Recall
0.558 ± 0.0284
Per class
Relative absolute error
0.9112 ± 0.0276
Root mean prior squared error
0.4355 ± 0.0006
Root mean squared error
0.4372 ± 0.0116
Root relative squared error
1.0038 ± 0.0273
SciMark benchmark
1339.3674
UserCPU time millis
2490
UserCPU time millis testing
20
UserCPU time millis training
2470