Run
2347151

Run 2347151

Task 219 (Supervised Classification) electricity Uploaded 26-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_IBk(2)Weka implementation of AttributeSelectedClassifier
weka.IBk(11)_Itrue
weka.IBk(11)_K5
weka.IBk(11)_W0
weka.IBk(11)_Atrue
weka.AttributeSelectedClassifier_IBk(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_IBk(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_IBk(2)_Wweka.classifiers.lazy.IBk

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
0.7992 ± 0.012
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7383 ± 0.0091
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4623 ± 0.0189
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17320.8291 ± 71.933
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3065 ± 0.0077
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
0.7384 ± 0.009
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.74 ± 0.0088
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.74 ± 0.0088
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6273 ± 0.0157
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4298 ± 0.0075
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8695 ± 0.0152
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1496.4972
UserCPU time millis
75890
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
75610
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
280
Cross-validation details (10-fold Crossvalidation)