DEVELOPMENT... OpenML
Run
171

Run 171

Task 49 (Supervised Classification) tic-tac-toe Uploaded 07-04-2014 by Jason
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Flow

weka.Bagging_REPTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(1)_I10
weka.Bagging_REPTree(1)_P100
weka.Bagging_REPTree(1)_S1
weka.Bagging_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(1)_num-slots1
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001

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
0.9691
Per class
F measure
0.9034
Per class
Kappa
0.7831
KB relative information score
519.7713
Mean absolute error
0.227
Mean prior absolute error
0.453
Number of instances
958
Per class
OS information
[ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ]
Precision
0.9098
Per class
Predictive accuracy
0.9061
Prior entropy
0.9312
Recall
0.9061
Per class
Relative absolute error
0.501
Root mean prior squared error
0.4759
Root mean squared error
0.2927
Root relative squared error
0.6152
SciMark benchmark
1994.1776