DEVELOPMENT... OpenML
Run
195150

Run 195150

Task 4608 (Supervised Classification) pc3 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
0.5057
Per class
F measure
0.8491
Per class
Kappa
0.0009
KB relative information score
-51882.3014
Mean absolute error
0.4568
Mean prior absolute error
0.1842
Number of instances
15630
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8197
Per class
Predictive accuracy
0.8966
Prior entropy
0.478
Recall
0.8966
Per class
Relative absolute error
2.48
Root mean prior squared error
0.3031
Root mean squared error
0.478
Root relative squared error
1.5768
SciMark benchmark
1321.527
UserCPU time millis
310
UserCPU time millis training
310