DEVELOPMENT... OpenML
Run
67113

Run 67113

Task 3630 (Supervised Classification) analcatdata_apnea3 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
0.9134
Per class
Build CPU time
0.0947
Build memory
43843880.8
F measure
0.9216
Per class
Kappa
0.6128
KB relative information score
125.5382
Mean absolute error
0.1316
Mean prior absolute error
0.2158
Number of instances
450
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9211
Per class
Predictive accuracy
0.9267
Prior entropy
0.5405
Recall
0.9267
Per class
Relative absolute error
0.6098
Root mean prior squared error
0.3275
Root mean squared error
0.2417
Root relative squared error
0.738
SciMark benchmark
876.4514