Run
2662746

Run 2662746

Task 21 (Supervised Classification) car 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
0.9838 ± 0.0056
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8847 ± 0.0162
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7546 ± 0.036
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1308.6496 ± 2.8652
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0682 ± 0.0037
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8859 ± 0.0143
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.886 ± 0.0182
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.886 ± 0.0182
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.298 ± 0.016
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1815 ± 0.0078
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5367 ± 0.0226
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1690.1988
UserCPU time millis
100
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
40
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
60
Cross-validation details (10-fold Crossvalidation)