DEVELOPMENT... OpenML
Run
168113

Run 168113

Task 2142 (Supervised Classification) BNG(breast-w) 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
0.992
Per class
F measure
0.974
Per class
Kappa
0.9425
KB relative information score
36923.9582
Mean absolute error
0.027
Mean prior absolute error
0.4514
Number of instances
39366
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9743
Per class
Predictive accuracy
0.9739
Prior entropy
0.9287
Recall
0.9739
Per class
Relative absolute error
0.0599
Root mean prior squared error
0.4751
Root mean squared error
0.1516
Root relative squared error
0.3191
SciMark benchmark
942.6953
UserCPU time millis
10260
UserCPU time millis testing
2830
UserCPU time millis training
7430