DEVELOPMENT... OpenML
Run
194907

Run 194907

Task 4365 (Supervised Classification) disclosure_x_tampered 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
0.533
Per class
F measure
0.5332
Per class
Kappa
0.0682
KB relative information score
49.5572
Mean absolute error
0.4972
Mean prior absolute error
0.4999
Number of instances
6620
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5345
Per class
Predictive accuracy
0.5347
Prior entropy
0.9999
Recall
0.5347
Per class
Relative absolute error
0.9945
Root mean prior squared error
0.5
Root mean squared error
0.5001
Root relative squared error
1.0004
SciMark benchmark
1321.527
UserCPU time millis
70
UserCPU time millis training
70