Run
2666813

Run 2666813

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)_P80
weka.RandomForest(12)_I100
weka.RandomForest(12)_num-slots1
weka.RandomForest(12)_K250
weka.RandomForest(12)_M10.0
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
0.9728 ± 0.0017
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9127 ± 0.0037
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8211 ± 0.0075
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32174.1511 ± 26.4194
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1531 ± 0.0028
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
0.9126 ± 0.0037
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9127 ± 0.0037
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9127 ± 0.0037
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3134 ± 0.0057
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.256 ± 0.0035
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.518 ± 0.0071
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1524.8886
UserCPU time millis
33420
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
2550
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
30870
Cross-validation details (10-fold Crossvalidation)