DEVELOPMENT... OpenML
Run
67267

Run 67267

Task 3784 (Supervised Classification) analcatdata_seropositive 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
0.9664
Per class
Build CPU time
0.015
Build memory
90263142.8485
F measure
0.9308
Per class
Kappa
0.846
KB relative information score
104.8993
Mean absolute error
0.0961
Mean prior absolute error
0.4548
Number of instances
132
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9329
Per class
Predictive accuracy
0.9318
Prior entropy
0.9347
Recall
0.9318
Per class
Relative absolute error
0.2113
Root mean prior squared error
0.4765
Root mean squared error
0.2387
Root relative squared error
0.5009
SciMark benchmark
936.2648