Run
3790677

Run 3790677

Task 219 (Supervised Classification) electricity Uploaded 03-07-2017 by Miguel Cachada
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.FilteredClassifier_RandomCommittee_RandomTree(1)Weka implementation of FilteredClassifier
weka.RandomCommittee_RandomTree(7)_S1
weka.RandomCommittee_RandomTree(7)_num-slots1
weka.RandomCommittee_RandomTree(7)_I10
weka.RandomCommittee_RandomTree(7)_Wweka.classifiers.trees.RandomTree
weka.RandomTree(14)_K0
weka.RandomTree(14)_M1.0
weka.RandomTree(14)_V0.001
weka.RandomTree(14)_S1
weka.FilteredClassifier_RandomCommittee_RandomTree(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_RandomCommittee_RandomTree(1)_Wweka.classifiers.meta.RandomCommittee

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
0.974
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.923
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8427
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35083.8626
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1169
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
0.9233
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9229
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9229
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2392
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2397
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.485
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1512.3595
UserCPU time millis
2850
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
190
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2660
Cross-validation details (10-fold Crossvalidation)