DEVELOPMENT... OpenML
Run
194000

Run 194000

Task 273 (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
0.9781
Per class
F measure
0.9332
Per class
Kappa
0.859
KB relative information score
1126.2385
Mean absolute error
0.1331
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
0.9334
Per class
Predictive accuracy
0.9335
Prior entropy
0.9674
Recall
0.9335
Per class
Relative absolute error
0.2793
Root mean prior squared error
0.4875
Root mean squared error
0.2358
Root relative squared error
0.4837
SciMark benchmark
895.5332
UserCPU time millis
5670
UserCPU time millis testing
20
UserCPU time millis training
5650