DEVELOPMENT... OpenML
Run
66659

Run 66659

Task 3876 (Supervised Classification) analcatdata_challenger Uploaded 30-11-2014 by Felicia West
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Flow

weka.RealAdaBoost_NaiveBayes(1)J. Friedman, T. Hastie, R. Tibshirani (2000). Additive Logistic Regression: a Statistical View of Boosting. Annals of Statistics. 95(2):337-407.
weka.RealAdaBoost_NaiveBayes(1)_P100
weka.RealAdaBoost_NaiveBayes(1)_H1.0
weka.RealAdaBoost_NaiveBayes(1)_S1
weka.RealAdaBoost_NaiveBayes(1)_I10
weka.RealAdaBoost_NaiveBayes(1)_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
0.6693
Per class
Build CPU time
0.002
Build memory
161598122.2609
F measure
0.8923
Per class
Kappa
-0.0337
KB relative information score
-50.574
Mean absolute error
0.1186
Mean prior absolute error
0.1273
Number of instances
138
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8725
Per class
Predictive accuracy
0.913
Prior entropy
0.3712
Recall
0.913
Per class
Relative absolute error
0.9315
Root mean prior squared error
0.247
Root mean squared error
0.2478
Root relative squared error
1.0033
SciMark benchmark
942.5344