DEVELOPMENT... OpenML
Run
167038

Run 167038

Task 3854 (Supervised Classification) car Uploaded 18-02-2015 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)_I80
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
0.9818
Per class
F measure
0.9409
Per class
Kappa
0.8589
KB relative information score
1443.0477
Mean absolute error
0.0674
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
0.9408
Per class
Predictive accuracy
0.941
Prior entropy
0.8813
Recall
0.941
Per class
Relative absolute error
0.1605
Root mean prior squared error
0.4582
Root mean squared error
0.2224
Root relative squared error
0.4855
SciMark benchmark
945.6434
UserCPU time millis
100
UserCPU time millis testing
30
UserCPU time millis training
70