DEVELOPMENT... OpenML
Run
167410

Run 167410

Task 3504 (Supervised Classification) webdata_wXa 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
0.8342
Per class
F measure
0.8227
Per class
Kappa
0.525
KB relative information score
15361.7087
Mean absolute error
0.1917
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
0.828
Per class
Predictive accuracy
0.8191
Prior entropy
0.7951
Recall
0.8191
Per class
Relative absolute error
0.5254
Root mean prior squared error
0.4271
Root mean squared error
0.3895
Root relative squared error
0.9121
SciMark benchmark
943.2817
UserCPU time millis
124010
UserCPU time millis testing
33220
UserCPU time millis training
90790