Run
2645846

Run 2645846

Task 219 (Supervised Classification) electricity Uploaded 25-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_RandomForest(4)Weka implementation of FilteredClassifier
weka.RandomForest(12)_P100
weka.RandomForest(12)_I100
weka.RandomForest(12)_num-slots1
weka.RandomForest(12)_K250
weka.RandomForest(12)_M1.0
weka.RandomForest(12)_V0.001
weka.RandomForest(12)_S1
weka.FilteredClassifier_RandomForest(4)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_RandomForest(4)_Wweka.classifiers.trees.RandomForest

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
0.9812 ± 0.0013
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9309 ± 0.0032
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8586 ± 0.0064
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34995.0693 ± 24.3186
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1205 ± 0.0026
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
0.9309 ± 0.0032
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.931 ± 0.0032
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.931 ± 0.0032
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2466 ± 0.0054
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2287 ± 0.0037
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4628 ± 0.0074
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1753.0147
UserCPU time millis
27600
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
3130
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
24470
Cross-validation details (10-fold Crossvalidation)