Run
4331812

Run 4331812

Task 49 (Supervised Classification) tic-tac-toe Uploaded 05-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_AttributeSelectedClassifier_RandomCommittee_RandomT ree(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_AttributeSelectedClassifier_RandomCommittee_RandomTree(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AttributeSelectedClassifier_RandomCommittee_RandomTree(1)_Wweka.classifiers.meta.AttributeSelectedClassifier
weka.AttributeSelectedClassifier_RandomCommittee_RandomTree(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_RandomCommittee_RandomTree(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_RandomCommittee_RandomTree(2)_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
0.8734 ± 0.0484
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.803 ± 0.0347
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5636 ± 0.078
Cross-validation details (10-fold Crossvalidation)
KB relative information score
439.9706 ± 10.447
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2428 ± 0.0487
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.453 ± 0.0013
Cross-validation details (10-fold Crossvalidation)
Number of instances
958
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8025 ± 0.0362
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8038 ± 0.0346
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.8038 ± 0.0346
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5361 ± 0.108
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3652 ± 0.038
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7673 ± 0.0805
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1655.4697
UserCPU time millis
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)