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Run
194521

Run 194521

Task 3771 (Supervised Classification) chscase_census3 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
0.4636
Per class
F measure
0.4294
Per class
Kappa
-0.0517
KB relative information score
-4.2082
Mean absolute error
0.5032
Mean prior absolute error
0.4992
Number of instances
400
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.4596
Per class
Predictive accuracy
0.4875
Prior entropy
0.9989
Recall
0.4875
Per class
Relative absolute error
1.0079
Root mean prior squared error
0.4996
Root mean squared error
0.5061
Root relative squared error
1.013
SciMark benchmark
1386.5717
UserCPU time millis
50
UserCPU time millis training
50