DEVELOPMENT... OpenML
Run
193966

Run 193966

Task 58 (Supervised Classification) waveform-5000 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
0.9708
Per class
F measure
0.87
Per class
Kappa
0.8053
KB relative information score
3771.5143
Mean absolute error
0.1333
Mean prior absolute error
0.4444
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8703
Per class
Predictive accuracy
0.8702
Prior entropy
1.5849
Recall
0.8702
Per class
Relative absolute error
0.2999
Root mean prior squared error
0.4714
Root mean squared error
0.2512
Root relative squared error
0.5329
SciMark benchmark
944.0517
UserCPU time millis
2630
UserCPU time millis testing
10
UserCPU time millis training
2620