DEVELOPMENT... OpenML
Run
100295

Run 100295

Task 265 (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
0.9796
Per class
Build CPU time
0.359
Build memory
31329048
F measure
0.951
Per class
Kappa
0.937
KB relative information score
111.4813
Mean absolute error
0.0171
Mean prior absolute error
0.2653
Number of instances
120
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.953
Per class
Predictive accuracy
0.95
Prior entropy
2.4378
Recall
0.95
Per class
Relative absolute error
0.0645
Root mean prior squared error
0.3633
Root mean squared error
0.1266
Root relative squared error
0.3484
SciMark benchmark
947.9978