DEVELOPMENT... OpenML
Run
135266

Run 135266

Task 49 (Supervised Classification) tic-tac-toe Uploaded 28-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomTree(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_RandomTree(2)_I40
weka.AdaBoostM1_RandomTree(2)_P100
weka.AdaBoostM1_RandomTree(2)_S1
weka.AdaBoostM1_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_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
0.7924
Per class
Build CPU time
0.0045
Build memory
222531952.4509
F measure
0.7886
Per class
Kappa
0.537
KB relative information score
491.0386
Mean absolute error
0.2123
Mean prior absolute error
0.453
Number of instances
958
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7909
Per class
Predictive accuracy
0.7871
Prior entropy
0.9312
Recall
0.7871
Per class
Relative absolute error
0.4687
Root mean prior squared error
0.4759
Root mean squared error
0.4399
Root relative squared error
0.9245
SciMark benchmark
939.084

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