Run
54362

Run 54362

Task 1728 (Learning Curve) credit-approval Uploaded 09-11-2014 by Jan van Rijn
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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Flow

weka.Logistic(3)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(3)_R1.0E-8
weka.Logistic(3)_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.

21 Evaluation measures

Area under ROC curve
0.9125 ± 0.0426
Per class
Build CPU time
0.0148
Build memory
1805390222.2
F measure
0.8582 ± 0.0354
Per class
Kappa
0.7137 ± 0.0712
KB relative information score
0.6267 ± 0.0627
Mean absolute error
0.1933 ± 0.0298
Mean prior absolute error
0.494 ± 0.0008
Number of instances
690
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.8592 ± 0.0341
Per class
Predictive accuracy
0.858 ± 0.0354
Prior entropy
0.9912 ± 0.0022
Recall
0.858 ± 0.0354
Per class
Relative absolute error
0.3914 ± 0.0605
Root mean prior squared error
0.497 ± 0.0008
Root mean squared error
0.3286 ± 0.0454
Root relative squared error
0.6613 ± 0.0915
SciMark benchmark
1462.4645