DEVELOPMENT... OpenML
Run
127825

Run 127825

Task 3706 (Supervised Classification) stock 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)_I10
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
0.9463
Per class
Build CPU time
0.0853
Build memory
706618275.2
F measure
0.8596
Per class
Kappa
0.7191
KB relative information score
628.2779
Mean absolute error
0.174
Mean prior absolute error
0.4996
Number of instances
950
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8624
Per class
Predictive accuracy
0.86
Prior entropy
0.9995
Recall
0.86
Per class
Relative absolute error
0.3482
Root mean prior squared error
0.4998
Root mean squared error
0.3034
Root relative squared error
0.6071
SciMark benchmark
929.5397