Run
2590527

Run 2590527

Task 49 (Supervised Classification) tic-tac-toe Uploaded 24-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_J48(3)Weka implementation of FilteredClassifier
weka.J48(38)_C0.25
weka.J48(38)_M2
weka.FilteredClassifier_J48(3)_Fweka.filters.supervised.attribute.Discretize -R first-last -precision 6
weka.FilteredClassifier_J48(3)_Wweka.classifiers.trees.J48

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
0.8994 ± 0.0353
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8517 ± 0.0373
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6689 ± 0.0842
Cross-validation details (10-fold Crossvalidation)
KB relative information score
599.7473 ± 6.4704
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1681 ± 0.0286
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
0.8523 ± 0.0311
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8539 ± 0.034
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.8539 ± 0.034
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.371 ± 0.0629
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
0.3328 ± 0.0374
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6993 ± 0.0789
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1528.0559
UserCPU time millis
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)