DEVELOPMENT... OpenML
Run
168504

Run 168504

Task 156 (Supervised Classification) BNG(segment) 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)_I10
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
0.9258
Per class
F measure
0.8072
Per class
Kappa
0.7741
KB relative information score
788661.0566
Mean absolute error
0.0566
Mean prior absolute error
0.2449
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
0.8192
Per class
Predictive accuracy
0.8064
Prior entropy
2.8074
Recall
0.8064
Per class
Relative absolute error
0.2313
Root mean prior squared error
0.3499
Root mean squared error
0.2328
Root relative squared error
0.6654
SciMark benchmark
945.6434
UserCPU time millis
175050
UserCPU time millis testing
60180
UserCPU time millis training
114870