DEVELOPMENT... OpenML
Run
100750

Run 100750

Task 3873 (Supervised Classification) dermatology 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
0.9961
Per class
Build CPU time
0.0091
Build memory
68893018.0765
F measure
0.9945
Per class
Kappa
0.9872
KB relative information score
360.4724
Mean absolute error
0.0055
Mean prior absolute error
0.4251
Number of instances
366
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9946
Per class
Predictive accuracy
0.9945
Prior entropy
0.8898
Recall
0.9945
Per class
Relative absolute error
0.0129
Root mean prior squared error
0.4608
Root mean squared error
0.0739
Root relative squared error
0.1604
SciMark benchmark
935.37