Run
3802758

Run 3802758

Task 219 (Supervised Classification) electricity Uploaded 03-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_SimpleLogistic(2)Weka implementation of FilteredClassifier
weka.SimpleLogistic(6)_I0
weka.SimpleLogistic(6)_M500
weka.SimpleLogistic(6)_H50
weka.SimpleLogistic(6)_W0.0
weka.FilteredClassifier_SimpleLogistic(2)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_SimpleLogistic(2)_Wweka.classifiers.functions.SimpleLogistic

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
0.8261
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7552
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4963
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15709.1724
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3332
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_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.7619
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7604
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7604
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6818
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.406
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8214
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1523.7854
UserCPU time millis
7060
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
70
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
6990
Cross-validation details (10-fold Crossvalidation)