DEVELOPMENT... OpenML
Run
166711

Run 166711

Task 2266 (Supervised Classification) BNG(waveform-5000) 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
0.9071
Per class
F measure
0.8404
Per class
Kappa
0.7695
KB relative information score
642855.2648
Mean absolute error
0.1992
Mean prior absolute error
0.4444
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
0.8597
Per class
Predictive accuracy
0.8462
Prior entropy
1.5849
Recall
0.8462
Per class
Relative absolute error
0.4482
Root mean prior squared error
0.4714
Root mean squared error
0.2977
Root relative squared error
0.6315
SciMark benchmark
940.2922
UserCPU time millis
1177330
UserCPU time millis testing
283930
UserCPU time millis training
893400