DEVELOPMENT... OpenML
Run
194667

Run 194667

Task 3917 (Supervised Classification) kc1 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
0.7965
Per class
F measure
0.8249
Per class
Kappa
0.2447
KB relative information score
126.5452
Mean absolute error
0.213
Mean prior absolute error
0.2616
Number of instances
2109
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.831
Per class
Predictive accuracy
0.8573
Prior entropy
0.622
Recall
0.8573
Per class
Relative absolute error
0.8141
Root mean prior squared error
0.3615
Root mean squared error
0.3273
Root relative squared error
0.9054
SciMark benchmark
1307.3269
UserCPU time millis
370
UserCPU time millis testing
10
UserCPU time millis training
360