OpenML
549964

Run 549964

Task 3600 (Supervised Classification) ailerons Uploaded 08-04-2016 by Jan van Rijn
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  • study_15 study_20 weka weka_3.7.13
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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
0.9517
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.879
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.752
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9237.1416
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1685
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4884
Cross-validation details (10-fold Crossvalidation)
Number of instances
13750
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.879
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8792
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9832
Cross-validation details (10-fold Crossvalidation)
Recall
0.8792
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.345
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4942
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2934
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5938
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1089.7963
UserCPU time millis
2620
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
70
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2550
Cross-validation details (10-fold Crossvalidation)