Run
243691

Run 243691

Task 336 (Supervised Classification) electricity Uploaded 02-03-2015 by Joaquin Vanschoren
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Flow

weka.Logistic(5)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(5)_R1.0E-8
weka.Logistic(5)_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
0.8263
Per class
Cross-validation details (33% Holdout set)
F measure
0.7533
Per class
Cross-validation details (33% Holdout set)
Kappa
0.4941
Cross-validation details (33% Holdout set)
KB relative information score
5278.681
Cross-validation details (33% Holdout set)
Mean absolute error
0.3304
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4893
Cross-validation details (33% Holdout set)
Number of instances
14952
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7601
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7582
Cross-validation details (33% Holdout set)
Prior entropy
0.9835
Cross-validation details (33% Holdout set)
Recall
0.7582
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.6752
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.495
Cross-validation details (33% Holdout set)
Root mean squared error
0.407
Cross-validation details (33% Holdout set)
Root relative squared error
0.8223
Cross-validation details (33% Holdout set)
SciMark benchmark
1386.5717
UserCPU time millis
2290
Cross-validation details (33% Holdout set)
UserCPU time millis testing
80
Cross-validation details (33% Holdout set)
UserCPU time millis training
2210
Cross-validation details (33% Holdout set)