DEVELOPMENT... OpenML
Run
100338

Run 100338

Task 1791 (Supervised Classification) colic 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
0.7635
Per class
Build CPU time
0.0559
Build memory
29527048
F measure
0.7496
Per class
Kappa
0.4644
KB relative information score
781.0939
Mean absolute error
0.2622
Mean prior absolute error
0.4662
Number of instances
1840
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7505
Per class
Predictive accuracy
0.7489
Prior entropy
0.9509
Recall
0.7489
Per class
Relative absolute error
0.5624
Root mean prior squared error
0.4827
Root mean squared error
0.4782
Root relative squared error
0.9906
SciMark benchmark
947.116