DEVELOPMENT... OpenML
Run
100529

Run 100529

Task 3594 (Supervised Classification) analcatdata_supreme 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
0.9926
Per class
Build CPU time
0.1182
Build memory
47482757.2182
F measure
0.9894
Per class
Kappa
0.9708
KB relative information score
3604.2754
Mean absolute error
0.0416
Mean prior absolute error
0.3645
Number of instances
4052
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9894
Per class
Predictive accuracy
0.9894
Prior entropy
0.7946
Recall
0.9894
Per class
Relative absolute error
0.1143
Root mean prior squared error
0.4269
Root mean squared error
0.1258
Root relative squared error
0.2948
SciMark benchmark
940.4464