DEVELOPMENT... OpenML
Run
100357

Run 100357

Task 1819 (Supervised Classification) vote 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
0.9417
Per class
Build CPU time
0.0082
Build memory
20641765.0023
F measure
0.9284
Per class
Kappa
0.849
KB relative information score
1831.4124
Mean absolute error
0.0735
Mean prior absolute error
0.4742
Number of instances
2175
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9285
Per class
Predictive accuracy
0.9283
Prior entropy
0.9627
Recall
0.9283
Per class
Relative absolute error
0.155
Root mean prior squared error
0.4869
Root mean squared error
0.2627
Root relative squared error
0.5396
SciMark benchmark
949.8157