DEVELOPMENT... OpenML
Run
194128

Run 194128

Task 1923 (Supervised Classification) spambase Uploaded 26-02-2015 by Jason
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Flow

weka.SimpleLogistic(3)Niels Landwehr, Mark Hall, Eibe Frank (2005). Logistic Model Trees. Marc Sumner, Eibe Frank, Mark Hall: Speeding up Logistic Model Tree Induction. In: 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, 675-683, 2005.
weka.SimpleLogistic(3)_I0
weka.SimpleLogistic(3)_M500
weka.SimpleLogistic(3)_H50
weka.SimpleLogistic(3)_W0.0

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.

22 Evaluation measures

Area under ROC curve
0.9726
Per class
F measure
0.9267
Per class
Kappa
0.846
KB relative information score
34841.5334
Mean absolute error
0.1247
Mean prior absolute error
0.4776
Number of instances
46010
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9269
Per class
Predictive accuracy
0.927
Prior entropy
0.9674
Recall
0.927
Per class
Relative absolute error
0.2611
Root mean prior squared error
0.4886
Root mean squared error
0.2418
Root relative squared error
0.4949
SciMark benchmark
1363.434
UserCPU time millis
3200
UserCPU time millis testing
10
UserCPU time millis training
3190