Run
10698

Run 10698

Task 49 (Supervised Classification) tic-tac-toe Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.RandomForest(1)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(1)_I11
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.975
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9283
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8403
Cross-validation details (10-fold Crossvalidation)
KB relative information score
524.9191
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2278
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
0.9291
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.929
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.929
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5028
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2861
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6011
Cross-validation details (10-fold Crossvalidation)