DEVELOPMENT... OpenML
Run
126986

Run 126986

Task 2067 (Supervised Classification) solar-flare 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)_I20
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
0.7132
Per class
Build CPU time
0.0181
Build memory
653410655.5789
F measure
0.9582
Per class
Kappa
-0.0204
KB relative information score
-278.7095
Mean absolute error
0.0416
Mean prior absolute error
0.0452
Number of instances
323
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9567
Per class
Predictive accuracy
0.9598
Prior entropy
0.1666
Recall
0.9598
Per class
Relative absolute error
0.9191
Root mean prior squared error
0.1456
Root mean squared error
0.1804
Root relative squared error
1.2385
SciMark benchmark
929.5397