Run
3024586

Run 3024586

Task 219 (Supervised Classification) electricity Uploaded 29-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_AdaBoostM1_RandomTree(1)Weka implementation of FilteredClassifier
weka.RandomTree(14)_K0
weka.RandomTree(14)_M1.0
weka.RandomTree(14)_V0.001
weka.RandomTree(14)_S1
weka.AdaBoostM1_RandomTree(5)_P100
weka.AdaBoostM1_RandomTree(5)_S1
weka.AdaBoostM1_RandomTree(5)_I10
weka.AdaBoostM1_RandomTree(5)_Wweka.classifiers.trees.RandomTree
weka.FilteredClassifier_AdaBoostM1_RandomTree(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AdaBoostM1_RandomTree(1)_Wweka.classifiers.meta.AdaBoostM1

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
0.8794
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8818
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7581
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34225.5666
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1184
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
0.8818
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8818
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8818
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2422
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3438
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6956
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1622.0176
UserCPU time millis
450
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
430
Cross-validation details (10-fold Crossvalidation)