Run
3788486

Run 3788486

Task 6 (Supervised Classification) letter 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
0.9961 ± 0.0009
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9493 ± 0.0045
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9471 ± 0.0047
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18638.5176 ± 3.7237
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0108 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9497 ± 0.004
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9492 ± 0.0045
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.9492 ± 0.0045
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1459 ± 0.0039
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0626 ± 0.0009
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3256 ± 0.0046
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1505.3546
UserCPU time millis
1990
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
360
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1630
Cross-validation details (10-fold Crossvalidation)