DEVELOPMENT... OpenML
Run
125458

Run 125458

Task 3740 (Supervised Classification) fri_c1_100_50 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
0.556
Per class
Build CPU time
0.5819
Build memory
1569648254.4
F measure
0.5609
Per class
Kappa
0.1284
KB relative information score
9.5095
Mean absolute error
0.4437
Mean prior absolute error
0.4929
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.573
Per class
Predictive accuracy
0.56
Prior entropy
0.99
Recall
0.56
Per class
Relative absolute error
0.9002
Root mean prior squared error
0.4964
Root mean squared error
0.6597
Root relative squared error
1.3291
SciMark benchmark
943.5504