DEVELOPMENT... OpenML
Run
100534

Run 100534

Task 3630 (Supervised Classification) analcatdata_apnea3 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
0.9144
Per class
Build CPU time
0.0165
Build memory
95585918.4
F measure
0.9225
Per class
Kappa
0.6403
KB relative information score
186.2271
Mean absolute error
0.1123
Mean prior absolute error
0.2158
Number of instances
450
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9228
Per class
Predictive accuracy
0.9222
Prior entropy
0.5405
Recall
0.9222
Per class
Relative absolute error
0.5205
Root mean prior squared error
0.3275
Root mean squared error
0.2317
Root relative squared error
0.7073
SciMark benchmark
943.1817