DEVELOPMENT... OpenML
Run
194389

Run 194389

Task 3640 (Supervised Classification) disclosure_x_bias 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
0.5621
Per class
F measure
0.5424
Per class
Kappa
0.0842
KB relative information score
13.0993
Mean absolute error
0.4915
Mean prior absolute error
0.4991
Number of instances
662
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5436
Per class
Predictive accuracy
0.5453
Prior entropy
0.9987
Recall
0.5453
Per class
Relative absolute error
0.9847
Root mean prior squared error
0.4996
Root mean squared error
0.4973
Root relative squared error
0.9955
SciMark benchmark
1335.643
UserCPU time millis
70
UserCPU time millis training
70