DEVELOPMENT... OpenML
Run
168502

Run 168502

Task 202 (Supervised Classification) BNG(glass,nominal,137781) 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)_I10
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
0.7691
Per class
F measure
0.6232
Per class
Kappa
0.5072
KB relative information score
53839.7193
Mean absolute error
0.1538
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
0.6411
Prior entropy
2.2061
Recall
0.6411
Per class
Relative absolute error
0.727
Root mean prior squared error
0.3252
Root mean squared error
0.284
Root relative squared error
0.8731
SciMark benchmark
923.7642
UserCPU time millis
11480
UserCPU time millis testing
3780
UserCPU time millis training
7700