DEVELOPMENT... OpenML
Run
100253

Run 100253

Task 43 (Supervised Classification) spambase 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
0.9715
Per class
Build CPU time
0.5715
Build memory
444262599.1758
F measure
0.9276
Per class
Kappa
0.8479
KB relative information score
3525.5318
Mean absolute error
0.1193
Mean prior absolute error
0.4776
Number of instances
4601
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9278
Per class
Predictive accuracy
0.9278
Prior entropy
0.9674
Recall
0.9278
Per class
Relative absolute error
0.2498
Root mean prior squared error
0.4886
Root mean squared error
0.242
Root relative squared error
0.4953
SciMark benchmark
945.1738