DEVELOPMENT... OpenML
Run
100802

Run 100802

Task 3881 (Supervised Classification) ipums_la_99-small 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
0.8816
Per class
Build CPU time
17.8356
Build memory
88393147.2836
F measure
0.9212
Per class
Kappa
0.2344
KB relative information score
-2726.5488
Mean absolute error
0.0938
Mean prior absolute error
0.1203
Number of instances
8844
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9176
Per class
Predictive accuracy
0.9361
Prior entropy
0.3444
Recall
0.9361
Per class
Relative absolute error
0.7799
Root mean prior squared error
0.2452
Root mean squared error
0.2266
Root relative squared error
0.9243
SciMark benchmark
935.37

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