Run
222824

Run 222824

Task 1943 (Supervised Classification) electricity Uploaded 01-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.DTNB(3)Mark Hall, Eibe Frank: Combining Naive Bayes and Decision Tables. In: Proceedings of the 21st Florida Artificial Intelligence Society Conference (FLAIRS), 318-319, 2008.
weka.DTNB(3)_X1

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
0.886
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8098
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6093
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
233036.7114
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2462
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4886
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
453120
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8103
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8109
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8109
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.5038
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3663
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7411
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
825.5282
UserCPU time millis
22450
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
210
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
22240
Cross-validation details (10 times 10-fold Crossvalidation)