Run
2335137

Run 2335137

Task 219 (Supervised Classification) electricity Uploaded 23-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_RandomForest(2)Weka implementation of AttributeSelectedClassifier
weka.RandomForest(12)_P80
weka.RandomForest(12)_I100
weka.RandomForest(12)_num-slots1
weka.RandomForest(12)_K0
weka.RandomForest(12)_M1.0
weka.RandomForest(12)_V0.001
weka.RandomForest(12)_S1
weka.AttributeSelectedClassifier_RandomForest(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_RandomForest(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_RandomForest(2)_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
0.8853 ± 0.0215
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8026 ± 0.0197
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.595 ± 0.0408
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22066.5588 ± 132.6839
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2597 ± 0.0132
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
0.8024 ± 0.0196
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8031 ± 0.0193
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8031 ± 0.0193
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5316 ± 0.0269
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3682 ± 0.0166
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.745 ± 0.0337
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1458.5984
UserCPU time millis
29870
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
8450
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
21420
Cross-validation details (10-fold Crossvalidation)