DEVELOPMENT... OpenML
Run
100231

Run 100231

Task 15 (Supervised Classification) breast-w 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
0.9939
Per class
Build CPU time
0.0217
Build memory
582484888.1259
F measure
0.9657
Per class
Kappa
0.924
KB relative information score
626.2672
Mean absolute error
0.0488
Mean prior absolute error
0.452
Number of instances
699
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9657
Per class
Predictive accuracy
0.9657
Prior entropy
0.9297
Recall
0.9657
Per class
Relative absolute error
0.108
Root mean prior squared error
0.4753
Root mean squared error
0.1655
Root relative squared error
0.3482
SciMark benchmark
941.5899