DEVELOPMENT... OpenML
Run
194655

Run 194655

Task 3905 (Supervised Classification) mc2 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
0.6401
Per class
F measure
0.6688
Per class
Kappa
0.2185
KB relative information score
20.5132
Mean absolute error
0.3768
Mean prior absolute error
0.4381
Number of instances
161
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6872
Per class
Predictive accuracy
0.7081
Prior entropy
0.9099
Recall
0.7081
Per class
Relative absolute error
0.8601
Root mean prior squared error
0.4676
Root mean squared error
0.4551
Root relative squared error
0.9733
SciMark benchmark
1386.5717
UserCPU time millis
30
UserCPU time millis training
30