DEVELOPMENT... OpenML
Run
48009

Run 48009

Task 1710 (Learning Curve) balance-scale Uploaded 05-11-2014 by Jason
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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
0.9768 ± 0.0143
Per class
Build CPU time
0.0076
Build memory
692111546.3
F measure
0.9004 ± 0.0338
Per class
Kappa
0.818 ± 0.0634
KB relative information score
0.78 ± 0.0472
Mean absolute error
0.0908 ± 0.0191
Mean prior absolute error
0.3798 ± 0.0012
Number of instances
625
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Precision
0.9088 ± 0.0318
Per class
Predictive accuracy
0.8944 ± 0.0377
Prior entropy
1.3181 ± 0.0124
Recall
0.8944 ± 0.0377
Per class
Relative absolute error
0.239 ± 0.0502
Root mean prior squared error
0.4356 ± 0.0014
Root mean squared error
0.209 ± 0.0356
Root relative squared error
0.4798 ± 0.0815
SciMark benchmark
1970.0822