DEVELOPMENT... OpenML
Run
167425

Run 167425

Task 2257 (Supervised Classification) BNG(cylinder-bands) 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
0.9064
Per class
F measure
0.8368
Per class
Kappa
0.6667
KB relative information score
662943.7097
Mean absolute error
0.1628
Mean prior absolute error
0.4878
Number of instances
1000000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8379
Per class
Predictive accuracy
0.8364
Prior entropy
0.9823
Recall
0.8364
Per class
Relative absolute error
0.3337
Root mean prior squared error
0.4939
Root mean squared error
0.3874
Root relative squared error
0.7845
SciMark benchmark
938.4285
UserCPU time millis
1498200
UserCPU time millis testing
382780
UserCPU time millis training
1115420