DEVELOPMENT... OpenML
Run
165710

Run 165710

Task 206 (Supervised Classification) BNG(tic-tac-toe) Uploaded 17-02-2015 by Felicia West
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Flow

weka.MultiBoostAB_NaiveBayes(2)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_NaiveBayes(2)_C3
weka.MultiBoostAB_NaiveBayes(2)_P100
weka.MultiBoostAB_NaiveBayes(2)_S1
weka.MultiBoostAB_NaiveBayes(2)_I160
weka.MultiBoostAB_NaiveBayes(2)_Wweka.classifiers.bayes.NaiveBayes

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
0.7075
Per class
F measure
0.7083
Per class
Kappa
0.3446
KB relative information score
7978.4382
Mean absolute error
0.3683
Mean prior absolute error
0.4532
Number of instances
39366
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7071
Per class
Predictive accuracy
0.7169
Prior entropy
0.9315
Recall
0.7169
Per class
Relative absolute error
0.8126
Root mean prior squared error
0.476
Root mean squared error
0.4444
Root relative squared error
0.9336
SciMark benchmark
911.0478
UserCPU time millis
650
UserCPU time millis testing
160
UserCPU time millis training
490