Run
100310

Run 100310

Task 284 (Supervised Classification) hepatitis Uploaded 08-12-2014 by Joaquin Vanschoren
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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
Cross-validation details (33% Holdout set)
Build CPU time
0.003
Cross-validation details (33% Holdout set)
Build memory
944175640
Cross-validation details (33% Holdout set)
F measure
0.7255
Per class
Cross-validation details (33% Holdout set)
Kappa
0.2773
Cross-validation details (33% Holdout set)
KB relative information score
8.1342
Cross-validation details (33% Holdout set)
Mean absolute error
0.273
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.3579
Cross-validation details (33% Holdout set)
Number of instances
51
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7255
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7255
Cross-validation details (33% Holdout set)
Prior entropy
0.7418
Cross-validation details (33% Holdout set)
Recall
0.7255
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.7627
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4381
Cross-validation details (33% Holdout set)
Root mean squared error
0.5211
Cross-validation details (33% Holdout set)
Root relative squared error
1.1895
Cross-validation details (33% Holdout set)
SciMark benchmark
942.9279