Run
275926

Run 275926

Task 336 (Supervised Classification) electricity Uploaded 06-03-2015 by Joaquin Vanschoren
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Flow

weka.A2DE(3)Webb, Geoffrey I., Boughton, Janice, Zheng, Fei, Ting, Kai Ming, Salem, Houssam (2012). Learning by extrapolation from marginal to full-multivariate probability distributions: decreasingly naive {Bayesian} classification. Machine Learning. 86(2):233-272.
weka.A2DE(3)_F1
weka.A2DE(3)_M1.0

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
0.8961
Per class
Cross-validation details (33% Holdout set)
F measure
0.8117
Per class
Cross-validation details (33% Holdout set)
Kappa
0.6144
Cross-validation details (33% Holdout set)
KB relative information score
7568.8186
Cross-validation details (33% Holdout set)
Mean absolute error
0.2527
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
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.812
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8125
Cross-validation details (33% Holdout set)
Prior entropy
0.9835
Cross-validation details (33% Holdout set)
Recall
0.8125
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.5165
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.495
Cross-validation details (33% Holdout set)
Root mean squared error
0.3584
Cross-validation details (33% Holdout set)
Root relative squared error
0.7241
Cross-validation details (33% Holdout set)
SciMark benchmark
854.5188
UserCPU time millis
690
Cross-validation details (33% Holdout set)
UserCPU time millis testing
290
Cross-validation details (33% Holdout set)
UserCPU time millis training
400
Cross-validation details (33% Holdout set)