DEVELOPMENT... OpenML
Run
100289

Run 100289

Task 257 (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
0.7329
Per class
Build CPU time
0.042
Build memory
61046976
F measure
0.7265
Per class
Kappa
0.4475
KB relative information score
56.3354
Mean absolute error
0.2726
Mean prior absolute error
0.4882
Number of instances
121
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7266
Per class
Predictive accuracy
0.7273
Prior entropy
0.9509
Recall
0.7273
Per class
Relative absolute error
0.5584
Root mean prior squared error
0.505
Root mean squared error
0.522
Root relative squared error
1.0337
SciMark benchmark
926.786