DEVELOPMENT... OpenML
Run
165926

Run 165926

Task 3535 (Supervised Classification) tr41.wc 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)_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
0.9627
Per class
F measure
0.8746
Per class
Kappa
0.8442
KB relative information score
747.1951
Mean absolute error
0.0266
Mean prior absolute error
0.1652
Number of instances
878
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.889
Per class
Predictive accuracy
0.8713
Prior entropy
2.8041
Recall
0.8713
Per class
Relative absolute error
0.161
Root mean prior squared error
0.2872
Root mean squared error
0.1495
Root relative squared error
0.5206
SciMark benchmark
894.7455
UserCPU time millis
311570
UserCPU time millis testing
89610
UserCPU time millis training
221960