DEVELOPMENT... OpenML
Run
126293

Run 126293

Task 248 (Supervised Classification) mfeat-morphological 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)_I40
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
0.8772
Per class
Build CPU time
0.227
Build memory
1219067840
F measure
0.7061
Per class
Kappa
0.6816
KB relative information score
198.1526
Mean absolute error
0.1576
Mean prior absolute error
0.18
Number of instances
660
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7145
Per class
Predictive accuracy
0.7136
Prior entropy
3.3219
Recall
0.7136
Per class
Relative absolute error
0.8753
Root mean prior squared error
0.3
Root mean squared error
0.2652
Root relative squared error
0.884
SciMark benchmark
937.9119