DEVELOPMENT... OpenML
Run
100273

Run 100273

Task 237 (Supervised Classification) audiology Uploaded 08-12-2014 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
0.891
Per class
Build CPU time
9.442
Build memory
837616664
F measure
0.689
Per class
Kappa
0.6669
KB relative information score
48.422
Mean absolute error
0.0238
Mean prior absolute error
0.0736
Number of instances
74
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7153
Per class
Predictive accuracy
0.7027
Prior entropy
3.6349
Recall
0.7027
Per class
Relative absolute error
0.3229
Root mean prior squared error
0.1925
Root mean squared error
0.1466
Root relative squared error
0.7615
SciMark benchmark
945.1738