DEVELOPMENT... OpenML
Run
107620

Run 107620

Task 3895 (Supervised Classification) gina_prior Uploaded 09-12-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.8868
Per class
Build CPU time
1285.8457
Build memory
341969950.2561
F measure
0.8278
Per class
Kappa
0.6555
KB relative information score
2200.2208
Mean absolute error
0.1852
Mean prior absolute error
0.4999
Number of instances
3468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.828
Per class
Predictive accuracy
0.8279
Prior entropy
0.9998
Recall
0.8279
Per class
Relative absolute error
0.3705
Root mean prior squared error
0.4999
Root mean squared error
0.3832
Root relative squared error
0.7666
SciMark benchmark
947.9978