DEVELOPMENT... OpenML
Run
194081

Run 194081

Task 1891 (Supervised Classification) balance-scale Uploaded 26-02-2015 by Jason
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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
0.9734
Per class
F measure
0.8378
Per class
Kappa
0.7637
KB relative information score
3725.3601
Mean absolute error
0.1574
Mean prior absolute error
0.3798
Number of instances
6250
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8244
Per class
Predictive accuracy
0.8725
Prior entropy
1.3212
Recall
0.8725
Per class
Relative absolute error
0.4145
Root mean prior squared error
0.4356
Root mean squared error
0.2501
Root relative squared error
0.5741
SciMark benchmark
1363.434
UserCPU time millis
110
UserCPU time millis training
110