DEVELOPMENT... OpenML
Run
167072

Run 167072

Task 3890 (Supervised Classification) ada_prior 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
0.8351
Per class
F measure
0.8164
Per class
Kappa
0.4875
KB relative information score
1819.0007
Mean absolute error
0.2161
Mean prior absolute error
0.3732
Number of instances
4562
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8167
Per class
Predictive accuracy
0.8266
Prior entropy
0.8085
Recall
0.8266
Per class
Relative absolute error
0.5791
Root mean prior squared error
0.4319
Root mean squared error
0.3566
Root relative squared error
0.8255
SciMark benchmark
942.3168
UserCPU time millis
390
UserCPU time millis testing
110
UserCPU time millis training
280