DEVELOPMENT... OpenML
Run
100751

Run 100751

Task 3874 (Supervised Classification) ecoli 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
0.9892
Per class
Build CPU time
0.0061
Build memory
131168044.0952
F measure
0.9672
Per class
Kappa
0.933
KB relative information score
299.5835
Mean absolute error
0.0575
Mean prior absolute error
0.489
Number of instances
336
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9672
Per class
Predictive accuracy
0.9673
Prior entropy
0.9842
Recall
0.9673
Per class
Relative absolute error
0.1176
Root mean prior squared error
0.4944
Root mean squared error
0.1702
Root relative squared error
0.3442
SciMark benchmark
918.4301