Run
1812122

Run 1812122

Task 125849 (Learning Curve) Australian 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
0.9303 ± 0.0307
Per class
F measure
0.8611 ± 0.036
Per class
Kappa
0.7196 ± 0.0722
KB relative information score
437.5095 ± 3.0473
Mean absolute error
0.1917 ± 0.0197
Mean prior absolute error
0.494 ± 0.0008
Number of instances
690
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.8621 ± 0.0358
Per class
Predictive accuracy
0.8609 ± 0.0363
Prior entropy
0.9913
Recall
0.8609 ± 0.0363
Per class
Relative absolute error
0.3882 ± 0.04
Root mean prior squared error
0.497 ± 0.0008
Root mean squared error
0.3146 ± 0.0322
Root relative squared error
0.633 ± 0.0651
SciMark benchmark
1333.344
UserCPU time millis
30
UserCPU time millis training
30