Run
3794082

Run 3794082

Task 45 (Supervised Classification) splice Uploaded 03-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_RandomCommittee_RandomTree(1)Weka implementation of FilteredClassifier
weka.RandomCommittee_RandomTree(7)_S1
weka.RandomCommittee_RandomTree(7)_num-slots1
weka.RandomCommittee_RandomTree(7)_I10
weka.RandomCommittee_RandomTree(7)_Wweka.classifiers.trees.RandomTree
weka.RandomTree(14)_K0
weka.RandomTree(14)_M1.0
weka.RandomTree(14)_V0.001
weka.RandomTree(14)_S1
weka.FilteredClassifier_RandomCommittee_RandomTree(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_RandomCommittee_RandomTree(1)_Wweka.classifiers.meta.RandomCommittee

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
0.9742 ± 0.0077
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8859 ± 0.0313
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8122 ± 0.0519
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1639.0192 ± 17.2286
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2455 ± 0.022
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4101 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Number of instances
3190
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8915 ± 0.0262
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8878 ± 0.0294
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4804
Cross-validation details (10-fold Crossvalidation)
Recall
0.8878 ± 0.0294
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5986 ± 0.0536
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4528 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2965 ± 0.0197
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6549 ± 0.0435
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1476.9786
UserCPU time millis
140
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
120
Cross-validation details (10-fold Crossvalidation)