Run
2634428

Run 2634428

Task 219 (Supervised Classification) electricity Uploaded 24-06-2017 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)_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
0.9803 ± 0.0014
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.928 ± 0.0032
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8525 ± 0.0066
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34460.7879 ± 26.1605
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.127 ± 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
0.9279 ± 0.0033
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.928 ± 0.0033
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.928 ± 0.0033
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2599 ± 0.0058
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2328 ± 0.004
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4711 ± 0.008
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1769.6
UserCPU time millis
31230
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
2910
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
28320
Cross-validation details (10-fold Crossvalidation)