DEVELOPMENT... OpenML
Run
168057

Run 168057

Task 137 (Supervised Classification) BNG(autos,nominal,1000000) 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)_I20
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
0.8259
Per class
F measure
0.6889
Per class
Kappa
0.5992
KB relative information score
587012.4474
Mean absolute error
0.1064
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
0.6931
Per class
Predictive accuracy
0.6886
Prior entropy
2.3035
Recall
0.6886
Per class
Relative absolute error
0.4814
Root mean prior squared error
0.3324
Root mean squared error
0.2794
Root relative squared error
0.8405
SciMark benchmark
945.7621
UserCPU time millis
524100
UserCPU time millis testing
175640
UserCPU time millis training
348460