DEVELOPMENT... OpenML
Run
167826

Run 167826

Task 3854 (Supervised Classification) car 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
0.9781
Per class
F measure
0.942
Per class
Kappa
0.8617
KB relative information score
1468.8867
Mean absolute error
0.0595
Mean prior absolute error
0.4199
Number of instances
1728
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.942
Per class
Predictive accuracy
0.9421
Prior entropy
0.8813
Recall
0.9421
Per class
Relative absolute error
0.1416
Root mean prior squared error
0.4582
Root mean squared error
0.226
Root relative squared error
0.4932
SciMark benchmark
945.6434
UserCPU time millis
110
UserCPU time millis testing
30
UserCPU time millis training
80