OpenML
550105

Run 550105

Task 3896 (Supervised Classification) ada_agnostic Uploaded 08-04-2016 by Jan van Rijn
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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
0.8952
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.835
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5454
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1851.3292
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2133
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
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
0.8336
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8404
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8404
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5716
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3298
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7634
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1022.6752
UserCPU time millis
560
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
540
Cross-validation details (10-fold Crossvalidation)