DEVELOPMENT... OpenML
Run
100306

Run 100306

Task 280 (Supervised Classification) heart-h Uploaded 08-12-2014 by Felicia West
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Flow

weka.Logistic(3)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(3)_R1.0E-8
weka.Logistic(3)_M-1

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
0.9138
Per class
Build CPU time
0.051
Build memory
821006984
F measure
0.849
Per class
Kappa
0.6663
KB relative information score
53.7054
Mean absolute error
0.0763
Mean prior absolute error
0.1867
Number of instances
97
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8646
Per class
Predictive accuracy
0.8557
Prior entropy
1.0314
Recall
0.8557
Per class
Relative absolute error
0.4084
Root mean prior squared error
0.3038
Root mean squared error
0.2189
Root relative squared error
0.7207
SciMark benchmark
942.9279