DEVELOPMENT... OpenML
Run
167275

Run 167275

Task 202 (Supervised Classification) BNG(glass,nominal,137781) Uploaded 18-02-2015 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
0.7669
Per class
F measure
0.6229
Per class
Kappa
0.5069
KB relative information score
10901.8918
Mean absolute error
0.2275
Mean prior absolute error
0.2115
Number of instances
137781
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6309
Per class
Predictive accuracy
0.6409
Prior entropy
2.2061
Recall
0.6409
Per class
Relative absolute error
1.0756
Root mean prior squared error
0.3252
Root mean squared error
0.3269
Root relative squared error
1.0052
SciMark benchmark
943.2817
UserCPU time millis
7100
UserCPU time millis testing
2050
UserCPU time millis training
5050