DEVELOPMENT... OpenML
Run
167413

Run 167413

Task 3505 (Supervised Classification) codrna Uploaded 19-02-2015 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)_I40
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
0.9676
Per class
F measure
0.9141
Per class
Kappa
0.8044
KB relative information score
388420.4502
Mean absolute error
0.0876
Mean prior absolute error
0.4444
Number of instances
488565
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9154
Per class
Predictive accuracy
0.9154
Prior entropy
0.9183
Recall
0.9154
Per class
Relative absolute error
0.1971
Root mean prior squared error
0.4714
Root mean squared error
0.2739
Root relative squared error
0.5809
SciMark benchmark
911.3823
UserCPU time millis
323390
UserCPU time millis testing
65210
UserCPU time millis training
258180