Run
2658181

Run 2658181

Task 49 (Supervised Classification) tic-tac-toe Uploaded 25-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_RandomForest(4)Weka implementation of FilteredClassifier
weka.RandomForest(12)_P100
weka.RandomForest(12)_I100
weka.RandomForest(12)_num-slots1
weka.RandomForest(12)_K0
weka.RandomForest(12)_M10.0
weka.RandomForest(12)_V0.001
weka.RandomForest(12)_S1
weka.FilteredClassifier_RandomForest(4)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_RandomForest(4)_Wweka.classifiers.trees.RandomForest

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
0.9872 ± 0.0086
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8979 ± 0.0329
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7697 ± 0.0748
Cross-validation details (10-fold Crossvalidation)
KB relative information score
423.8376 ± 2.4625
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2817 ± 0.0086
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
0.9111 ± 0.0238
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9019 ± 0.0298
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.9019 ± 0.0298
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6218 ± 0.0191
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
0.3183 ± 0.0123
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6689 ± 0.026
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1737.3497
UserCPU time millis
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
40
Cross-validation details (10-fold Crossvalidation)