DEVELOPMENT... OpenML
Run
194664

Run 194664

Task 3913 (Supervised Classification) kc2 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
0.8346
Per class
F measure
0.8175
Per class
Kappa
0.3981
KB relative information score
126.2961
Mean absolute error
0.2336
Mean prior absolute error
0.3266
Number of instances
522
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8216
Per class
Predictive accuracy
0.8372
Prior entropy
0.734
Recall
0.8372
Per class
Relative absolute error
0.7153
Root mean prior squared error
0.4037
Root mean squared error
0.3391
Root relative squared error
0.84
SciMark benchmark
1386.5717
UserCPU time millis
80
UserCPU time millis training
80