Run
25234

Run 25234

Task 68 (Learning Curve) autos Uploaded 17-08-2014 by Jan van Rijn
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Flow

weka.Logistic(2)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(2)_M-1
weka.Logistic(2)_R1.0E-8

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.

21 Evaluation measures

Area under ROC curve
0.8372 ± 0.0619
Per class
Build CPU time
0.5616
Build memory
311969671.488
F measure
0.6995 ± 0.1009
Per class
Kappa
0.6101 ± 0.1295
KB relative information score
0.6438 ± 0.1203
Mean absolute error
0.0866 ± 0.0283
Mean prior absolute error
0.2209 ± 0.0014
Number of instances
2050
Per class
OS information
[Oracle Corporation, 1.7.0_55, amd64, Linux, 3.8.0-44-generic]
Precision
0.7011 ± 0.0973
Per class
Predictive accuracy
0.6985 ± 0.0999
Prior entropy
2.2802 ± 0.0732
Recall
0.6985 ± 0.0999
Per class
Relative absolute error
0.3919 ± 0.1285
Root mean prior squared error
0.3318 ± 0.0021
Root mean squared error
0.2899 ± 0.0559
Root relative squared error
0.8739 ± 0.1692
SciMark benchmark
1137.5827[668.291459810944981.8879140942839532.6100231796423960.23442552563442544.8898258736976]