Run
2631488

Run 2631488

Task 58 (Supervised Classification) waveform-5000 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
0.9623 ± 0.0039
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8427 ± 0.0102
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7649 ± 0.0154
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3434.9864 ± 4.9343
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1708 ± 0.0051
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8438 ± 0.0096
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8432 ± 0.0103
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.8432 ± 0.0103
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3844 ± 0.0116
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2744 ± 0.006
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5821 ± 0.0127
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1829.8429
UserCPU time millis
13930
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
190
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
13740
Cross-validation details (10-fold Crossvalidation)