DEVELOPMENT... OpenML
Run
48014

Run 48014

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
0.944 ± 0.0241
Per class
Build CPU time
0.2682
Build memory
2695379423.8222
F measure
0.877 ± 0.0344
Per class
Kappa
0.6978 ± 0.0675
KB relative information score
0.6839 ± 0.0729
Mean absolute error
0.0506 ± 0.0088
Mean prior absolute error
0.1343 ± 0.0013
Number of instances
898
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.877 ± 0.0302
Per class
Predictive accuracy
0.8808 ± 0.0326
Prior entropy
1.1915 ± 0.026
Recall
0.8808 ± 0.0326
Per class
Relative absolute error
0.3765 ± 0.0676
Root mean prior squared error
0.2582 ± 0.0024
Root mean squared error
0.1683 ± 0.0196
Root relative squared error
0.6517 ± 0.0781
SciMark benchmark
1652.2022