DEVELOPMENT... OpenML
Run
100302

Run 100302

Task 273 (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
0.9803
Per class
Build CPU time
0.387
Build memory
592253472
F measure
0.9392
Per class
Kappa
0.8715
KB relative information score
1167.4936
Mean absolute error
0.1183
Mean prior absolute error
0.4764
Number of instances
1518
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9394
Per class
Predictive accuracy
0.9394
Prior entropy
0.9674
Recall
0.9394
Per class
Relative absolute error
0.2483
Root mean prior squared error
0.4875
Root mean squared error
0.2264
Root relative squared error
0.4644
SciMark benchmark
942.9279