DEVELOPMENT... OpenML
Run
195080

Run 195080

Task 4538 (Supervised Classification) analcatdata_authorship 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
0.9995
Per class
F measure
0.9923
Per class
Kappa
0.9835
KB relative information score
8130.2747
Mean absolute error
0.0177
Mean prior absolute error
0.4698
Number of instances
8410
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9923
Per class
Predictive accuracy
0.9923
Prior entropy
0.9561
Recall
0.9923
Per class
Relative absolute error
0.0377
Root mean prior squared error
0.4846
Root mean squared error
0.0805
Root relative squared error
0.1662
SciMark benchmark
1321.527
UserCPU time millis
230
UserCPU time millis training
230