DEVELOPMENT... OpenML
Run
148479

Run 148479

Task 49 (Supervised Classification) tic-tac-toe Uploaded 03-02-2015 by Felicia West
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Flow

weka.Decorate(1)P. Melville, R. J. Mooney: Constructing Diverse Classifier Ensembles Using Artificial Training Examples. In: Eighteenth International Joint Conference on Artificial Intelligence, 505-510, 2003. P. Melville, R. J. Mooney (2004). Creating Diversity in Ensembles Using Artificial Data. Information Fusion: Special Issue on Diversity in Multiclassifier Systems..
weka.Decorate(1)_E15
weka.Decorate(1)_R1.0
weka.Decorate(1)_S1
weka.Decorate(1)_I50

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.

22 Evaluation measures

Area under ROC curve
0.9944
Per class
F measure
0.9567
Per class
Kappa
0.9037
KB relative information score
276.8895
Mean absolute error
0.3545
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
0.958
Per class
Predictive accuracy
0.9572
Prior entropy
0.9312
Recall
0.9572
Per class
Relative absolute error
0.7825
Root mean prior squared error
0.4759
Root mean squared error
0.3626
Root relative squared error
0.762
SciMark benchmark
929.566
UserCPU time millis
380
UserCPU time millis training
380