Run
2335474

Run 2335474

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)_P100
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
0.8842 ± 0.0225
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8014 ± 0.0203
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5926 ± 0.042
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22226.5554 ± 135.2372
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2574 ± 0.0133
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
0.8012 ± 0.0203
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8019 ± 0.02
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8019 ± 0.02
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5269 ± 0.0273
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3696 ± 0.0178
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7477 ± 0.036
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1479.1006
UserCPU time millis
24580
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
8060
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
16520
Cross-validation details (10-fold Crossvalidation)