DEVELOPMENT... OpenML
Run
166706

Run 166706

Task 2257 (Supervised Classification) BNG(cylinder-bands) Uploaded 18-02-2015 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)_I80
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
0.9059
Per class
F measure
0.8411
Per class
Kappa
0.6747
KB relative information score
610711.9298
Mean absolute error
0.197
Mean prior absolute error
0.4878
Number of instances
1000000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8414
Per class
Predictive accuracy
0.8408
Prior entropy
0.9823
Recall
0.8408
Per class
Relative absolute error
0.4038
Root mean prior squared error
0.4939
Root mean squared error
0.3464
Root relative squared error
0.7015
SciMark benchmark
911.3823
UserCPU time millis
930690
UserCPU time millis testing
224630
UserCPU time millis training
706060