Run
576662

Run 576662

Task 219 (Supervised Classification) electricity Uploaded 01-06-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_Bagging_OneR(1)Weka implementation of AttributeSelectedClassifier
weka.OneR(18)_B6
weka.AttributeSelectedClassifier_Bagging_OneR(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_Bagging_OneR(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_Bagging_OneR(1)_Wweka.classifiers.meta.Bagging
weka.Bagging_OneR(13)_P100
weka.Bagging_OneR(13)_S1
weka.Bagging_OneR(13)_num-slots1
weka.Bagging_OneR(13)_I10
weka.Bagging_OneR(13)_Wweka.classifiers.rules.OneR

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
0.7888
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7535
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4926
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22024.5505
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2503
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
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
0.7564
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7569
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7569
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5122
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4532
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9168
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1312.307
UserCPU time millis
840
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
140
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
700
Cross-validation details (10-fold Crossvalidation)