DEVELOPMENT... OpenML
Run
168557

Run 168557

Task 2263 (Supervised Classification) BNG(vehicle) Uploaded 20-02-2015 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
0.7575
Per class
F measure
0.4697
Per class
Kappa
0.3158
KB relative information score
374473.4716
Mean absolute error
0.2727
Mean prior absolute error
0.3748
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
0.5027
Per class
Predictive accuracy
0.4842
Prior entropy
1.9991
Recall
0.4842
Per class
Relative absolute error
0.7275
Root mean prior squared error
0.4329
Root mean squared error
0.4382
Root relative squared error
1.0122
SciMark benchmark
942.3168
UserCPU time millis
36450
UserCPU time millis testing
13790
UserCPU time millis training
22660