DEVELOPMENT... OpenML
Run
194068

Run 194068

Task 1807 (Supervised Classification) spambase Uploaded 26-02-2015 by Felicia West
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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
0.9707
Per class
F measure
0.9231
Per class
Kappa
0.8384
KB relative information score
17346.6333
Mean absolute error
0.1258
Mean prior absolute error
0.4776
Number of instances
23005
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9232
Per class
Predictive accuracy
0.9233
Prior entropy
0.9674
Recall
0.9233
Per class
Relative absolute error
0.2634
Root mean prior squared error
0.4886
Root mean squared error
0.2457
Root relative squared error
0.5029
SciMark benchmark
944.0517
UserCPU time millis
4560
UserCPU time millis testing
10
UserCPU time millis training
4550