DEVELOPMENT... OpenML
Run
165690

Run 165690

Task 143 (Supervised Classification) BNG(bridges_version2,nominal,1000000) 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
0.8601
Per class
F measure
0.7582
Per class
Kappa
0.6841
KB relative information score
301157.6869
Mean absolute error
0.2162
Mean prior absolute error
0.2509
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
0.7545
Per class
Predictive accuracy
0.7655
Prior entropy
2.3116
Recall
0.7655
Per class
Relative absolute error
0.8617
Root mean prior squared error
0.3542
Root mean squared error
0.3007
Root relative squared error
0.8489
SciMark benchmark
943.2817
UserCPU time millis
59130
UserCPU time millis testing
17090
UserCPU time millis training
42040