DEVELOPMENT... OpenML
Run
66971

Run 66971

Task 3862 (Supervised Classification) audiology Uploaded 30-11-2014 by Felicia West
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Flow

weka.RealAdaBoost_Logistic(1)J. Friedman, T. Hastie, R. Tibshirani (2000). Additive Logistic Regression: a Statistical View of Boosting. Annals of Statistics. 95(2):337-407.
weka.Logistic(2)_M-1
weka.Logistic(2)_R1.0E-8
weka.RealAdaBoost_Logistic(1)_P100
weka.RealAdaBoost_Logistic(1)_H1.0
weka.RealAdaBoost_Logistic(1)_S1
weka.RealAdaBoost_Logistic(1)_I10
weka.RealAdaBoost_Logistic(1)_Wweka.classifiers.functions.Logistic

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
0.9076
Per class
Build CPU time
0.6195
Build memory
108780429.6637
F measure
0.9171
Per class
Kappa
0.7834
KB relative information score
169.5318
Mean absolute error
0.0837
Mean prior absolute error
0.3783
Number of instances
226
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9193
Per class
Predictive accuracy
0.9159
Prior entropy
0.8182
Recall
0.9159
Per class
Relative absolute error
0.2212
Root mean prior squared error
0.4343
Root mean squared error
0.2886
Root relative squared error
0.6646
SciMark benchmark
936.2648