DEVELOPMENT... OpenML
Run
100665

Run 100665

Task 3784 (Supervised Classification) analcatdata_seropositive 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
0.9666
Per class
Build CPU time
0.0023
Build memory
112640867.697
F measure
0.9308
Per class
Kappa
0.846
KB relative information score
107.1786
Mean absolute error
0.0903
Mean prior absolute error
0.4548
Number of instances
132
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9329
Per class
Predictive accuracy
0.9318
Prior entropy
0.9347
Recall
0.9318
Per class
Relative absolute error
0.1986
Root mean prior squared error
0.4765
Root mean squared error
0.2141
Root relative squared error
0.4494
SciMark benchmark
926.786

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