Run
14066

Run 14066

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)_I3
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.

19 Evaluation measures

Area under ROC curve
0.8917
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8326
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6297
Cross-validation details (10-fold Crossvalidation)
KB relative information score
462.4717
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2387
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)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8323
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.833
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.833
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.527
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3505
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7366
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.0351[563.5672886077941007.0316472325012479.77736813077775911.80521739130441767.9939646936223]