DEVELOPMENT... OpenML
Run
125626

Run 125626

Task 4001 (Supervised Classification) pc1_req Uploaded 25-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_NaiveBayes(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_NaiveBayes(2)_I160
weka.AdaBoostM1_NaiveBayes(2)_P100
weka.AdaBoostM1_NaiveBayes(2)_S1
weka.AdaBoostM1_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.

21 Evaluation measures

Area under ROC curve
0.5665
Per class
Build CPU time
0.0145
Build memory
1436964508
F measure
0.6189
Per class
Kappa
0.1279
KB relative information score
10.0796
Mean absolute error
0.4282
Mean prior absolute error
0.4455
Number of instances
320
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6417
Per class
Predictive accuracy
0.675
Prior entropy
0.9204
Recall
0.675
Per class
Relative absolute error
0.9611
Root mean prior squared error
0.4718
Root mean squared error
0.4735
Root relative squared error
1.0037
SciMark benchmark
943.5504