Run
2345486

Run 2345486

Task 49 (Supervised Classification) tic-tac-toe Uploaded 25-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.5
weka.J48(38)_M2
weka.AttributeSelectedClassifier_J48(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_J48(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_J48(2)_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
0.8147 ± 0.0653
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7754 ± 0.04
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4951 ± 0.0911
Cross-validation details (10-fold Crossvalidation)
KB relative information score
381.8693 ± 8.0833
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2727 ± 0.0378
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
0.777 ± 0.0397
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7818 ± 0.0363
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.7818 ± 0.0363
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6021 ± 0.0841
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
0.3905 ± 0.0314
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8206 ± 0.0664
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1443.6496
UserCPU time millis
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)