DEVELOPMENT... OpenML
Run
48016

Run 48016

Task 1701 (Learning Curve) anneal 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
0.9419 ± 0.0247
Per class
Build CPU time
0.4816
Build memory
2214837377.1556
F measure
0.8738 ± 0.034
Per class
Kappa
0.6912 ± 0.0708
KB relative information score
0.6767 ± 0.0724
Mean absolute error
0.0517 ± 0.0085
Mean prior absolute error
0.1343 ± 0.0013
Number of instances
898
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Precision
0.8742 ± 0.0301
Per class
Predictive accuracy
0.8775 ± 0.0334
Prior entropy
1.1915 ± 0.026
Recall
0.8775 ± 0.0334
Per class
Relative absolute error
0.3851 ± 0.0646
Root mean prior squared error
0.2582 ± 0.0024
Root mean squared error
0.1712 ± 0.0202
Root relative squared error
0.6631 ± 0.0793
SciMark benchmark
1737.9306