DEVELOPMENT... OpenML
Run
100331

Run 100331

Task 1780 (Supervised Classification) mfeat-karhunen 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
0.9844
Per class
Build CPU time
5.1629
Build memory
71310446.4
F measure
0.922
Per class
Kappa
0.9134
KB relative information score
9214.1958
Mean absolute error
0.0157
Mean prior absolute error
0.18
Number of instances
10000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9221
Per class
Predictive accuracy
0.9221
Prior entropy
3.3219
Recall
0.9221
Per class
Relative absolute error
0.0874
Root mean prior squared error
0.3
Root mean squared error
0.1196
Root relative squared error
0.3986
SciMark benchmark
947.9978