DEVELOPMENT... OpenML
Run
196884

Run 196884

Task 2941 (Supervised Classification) kropt 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
0.8365
Per class
F measure
0.3869
Per class
Kappa
0.3306
KB relative information score
106954.9459
Mean absolute error
0.0814
Mean prior absolute error
0.0995
Number of instances
280560
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.3818
Per class
Predictive accuracy
0.4051
Prior entropy
3.5053
Recall
0.4051
Per class
Relative absolute error
0.8182
Root mean prior squared error
0.2231
Root mean squared error
0.2005
Root relative squared error
0.899
SciMark benchmark
1331.6907
UserCPU time millis
450380
UserCPU time millis testing
510
UserCPU time millis training
449870