DEVELOPMENT... OpenML
Run
100581

Run 100581

Task 3683 (Supervised Classification) diggle_table_a2 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
0.9799
Per class
Build CPU time
0.015
Build memory
97587728.8
F measure
0.971
Per class
Kappa
0.9417
KB relative information score
291.7065
Mean absolute error
0.0294
Mean prior absolute error
0.4979
Number of instances
310
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.971
Per class
Predictive accuracy
0.971
Prior entropy
0.997
Recall
0.971
Per class
Relative absolute error
0.0591
Root mean prior squared error
0.499
Root mean squared error
0.17
Root relative squared error
0.3407
SciMark benchmark
943.1817