Run
2234540

Run 2234540

Task 49 (Supervised Classification) tic-tac-toe Uploaded 18-05-2017 by Miguel Cachada
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Flow

weka.RandomForest(12)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
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

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.

17 Evaluation measures

Area under ROC curve
0.9872
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8979
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7697
Cross-validation details (10-fold Crossvalidation)
KB relative information score
423.8376
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2817
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.453
Cross-validation details (10-fold Crossvalidation)
Number of instances
958
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9111
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9019
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.9019
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6218
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3183
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6689
Cross-validation details (10-fold Crossvalidation)