DEVELOPMENT... OpenML
Run
100310

Run 100310

Task 284 (Supervised Classification) hepatitis 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
0.6508
Per class
Build CPU time
0.003
Build memory
944175640
F measure
0.7255
Per class
Kappa
0.2773
KB relative information score
8.1342
Mean absolute error
0.273
Mean prior absolute error
0.3579
Number of instances
51
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7255
Per class
Predictive accuracy
0.7255
Prior entropy
0.7418
Recall
0.7255
Per class
Relative absolute error
0.7627
Root mean prior squared error
0.4381
Root mean squared error
0.5211
Root relative squared error
1.1895
SciMark benchmark
942.9279