DEVELOPMENT... OpenML
Run
96700

Run 96700

Task 279 (Supervised Classification) tic-tac-toe Uploaded 08-12-2014 by Felicia West
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Flow

weka.Bagging_REPTree(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(3)_I10
weka.Bagging_REPTree(3)_P100
weka.Bagging_REPTree(3)_S1
weka.Bagging_REPTree(3)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(3)_num-slots1
weka.REPTree(5)_I0.0
weka.REPTree(5)_L-1
weka.REPTree(5)_M2
weka.REPTree(5)_N3
weka.REPTree(5)_S1
weka.REPTree(5)_V0.001

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.

21 Evaluation measures

Area under ROC curve
0.9555
Per class
Build CPU time
0.023
Build memory
660155744
F measure
0.8782
Per class
Kappa
0.7387
KB relative information score
166.1994
Mean absolute error
0.2526
Mean prior absolute error
0.4641
Number of instances
316
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8966
Per class
Predictive accuracy
0.8829
Prior entropy
0.9312
Recall
0.8829
Per class
Relative absolute error
0.5442
Root mean prior squared error
0.4874
Root mean squared error
0.3167
Root relative squared error
0.6498
SciMark benchmark
930.1524