DEVELOPMENT... OpenML
Run
167267

Run 167267

Task 137 (Supervised Classification) BNG(autos,nominal,1000000) 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)_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
0.8242
Per class
F measure
0.6886
Per class
Kappa
0.5988
KB relative information score
170815.6121
Mean absolute error
0.2131
Mean prior absolute error
0.221
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
0.6928
Per class
Predictive accuracy
0.6882
Prior entropy
2.3035
Recall
0.6882
Per class
Relative absolute error
0.9642
Root mean prior squared error
0.3324
Root mean squared error
0.309
Root relative squared error
0.9297
SciMark benchmark
943.2817
UserCPU time millis
227660
UserCPU time millis testing
69330
UserCPU time millis training
158330