DEVELOPMENT... OpenML
Run
177454

Run 177454

Task 3525 (Supervised Classification) new3s.wc Uploaded 23-02-2015 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)_I160
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
0.8069
Per class
F measure
0.5555
Per class
Kappa
0.5536
KB relative information score
1456.1454
Mean absolute error
0.0434
Mean prior absolute error
0.0441
Number of instances
9558
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6025
Per class
Predictive accuracy
0.5664
Prior entropy
5.2666
Recall
0.5664
Per class
Relative absolute error
0.9848
Root mean prior squared error
0.1485
Root mean squared error
0.1457
Root relative squared error
0.9816
SciMark benchmark
938.4278
UserCPU time millis
63668340
UserCPU time millis testing
19543860
UserCPU time millis training
44124480