Run
2345851

Run 2345851

Task 219 (Supervised Classification) electricity Uploaded 25-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.5
weka.J48(38)_M10
weka.AttributeSelectedClassifier_J48(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_J48(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_J48(2)_Wweka.classifiers.trees.J48

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
0.8511 ± 0.0139
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7802 ± 0.0112
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5483 ± 0.0234
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19044.5897 ± 110.8253
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2957 ± 0.0121
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886 ± 0
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_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.7806 ± 0.0099
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7816 ± 0.0102
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7816 ± 0.0102
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6052 ± 0.0247
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3914 ± 0.0079
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7918 ± 0.0159
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1510.446
UserCPU time millis
1170
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1160
Cross-validation details (10-fold Crossvalidation)