DEVELOPMENT... OpenML
Run
195048

Run 195048

Task 4505 (Supervised Classification) fri_c3_500_50 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
0.6973
Per class
F measure
0.656
Per class
Kappa
0.2981
KB relative information score
667.2247
Mean absolute error
0.4354
Mean prior absolute error
0.4918
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
0.6557
Per class
Predictive accuracy
0.6582
Prior entropy
0.9882
Recall
0.6582
Per class
Relative absolute error
0.8852
Root mean prior squared error
0.4959
Root mean squared error
0.4673
Root relative squared error
0.9423
SciMark benchmark
932.5646
UserCPU time millis
170
UserCPU time millis training
170

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