DEVELOPMENT... OpenML
Run
165868

Run 165868

Task 3504 (Supervised Classification) webdata_wXa Uploaded 17-02-2015 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
0.848
Per class
F measure
0.8254
Per class
Kappa
0.5237
KB relative information score
13738.0558
Mean absolute error
0.2143
Mean prior absolute error
0.3648
Number of instances
36974
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8263
Per class
Predictive accuracy
0.8245
Prior entropy
0.7951
Recall
0.8245
Per class
Relative absolute error
0.5873
Root mean prior squared error
0.4271
Root mean squared error
0.3616
Root relative squared error
0.8467
SciMark benchmark
943.2817
UserCPU time millis
123200
UserCPU time millis testing
32090
UserCPU time millis training
91110

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