DEVELOPMENT... OpenML
Run
167326

Run 167326

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)_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
0.9956
Per class
F measure
0.9757
Per class
Kappa
0.9462
KB relative information score
36469.1468
Mean absolute error
0.0344
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
0.9758
Per class
Predictive accuracy
0.9756
Prior entropy
0.9287
Recall
0.9756
Per class
Relative absolute error
0.0762
Root mean prior squared error
0.4751
Root mean squared error
0.1397
Root relative squared error
0.294
SciMark benchmark
926.6717
UserCPU time millis
5170
UserCPU time millis testing
1280
UserCPU time millis training
3890