Run
569176

Run 569176

Task 3560 (Supervised Classification) analcatdata_dmft Uploaded 29-04-2016 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
0.582
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2222
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0676
Cross-validation details (10-fold Crossvalidation)
KB relative information score
77.6747
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2703
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2774
Cross-validation details (10-fold Crossvalidation)
Number of instances
797
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.2249
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2246
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5803
Cross-validation details (10-fold Crossvalidation)
Recall
0.2246
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9745
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3724
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3722
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9995
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1303.0942
UserCPU time millis
210
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
200
Cross-validation details (10-fold Crossvalidation)