Run
2338310

Run 2338310

Task 219 (Supervised Classification) electricity Uploaded 24-05-2017 by Miguel Cachada
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.01
weka.J48(38)_M2
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
0.8254 ± 0.0243
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.774 ± 0.0108
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5348 ± 0.0221
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17157.1053 ± 115.6089
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3192 ± 0.0128
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
0.7774 ± 0.0078
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7771 ± 0.0092
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7771 ± 0.0092
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6533 ± 0.0261
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4023 ± 0.0086
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.814 ± 0.0174
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1477.8839
UserCPU time millis
1020
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1000
Cross-validation details (10-fold Crossvalidation)