DEVELOPMENT... OpenML
Run
167754

Run 167754

Task 3783 (Supervised Classification) fri_c2_500_50 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
0.7753
Per class
F measure
0.7215
Per class
Kappa
0.4232
KB relative information score
190.3149
Mean absolute error
0.3015
Mean prior absolute error
0.4839
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7211
Per class
Predictive accuracy
0.722
Prior entropy
0.9767
Recall
0.722
Per class
Relative absolute error
0.623
Root mean prior squared error
0.4918
Root mean squared error
0.4542
Root relative squared error
0.9236
SciMark benchmark
941.7954
UserCPU time millis
420
UserCPU time millis testing
120
UserCPU time millis training
300