DEVELOPMENT... OpenML
Run
194519

Run 194519

Task 3770 (Supervised Classification) chscase_census4 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
0.4738
Per class
F measure
0.3867
Per class
Kappa
-0.0311
KB relative information score
-2.0411
Mean absolute error
0.5014
Mean prior absolute error
0.4996
Number of instances
400
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.4487
Per class
Predictive accuracy
0.4975
Prior entropy
0.9994
Recall
0.4975
Per class
Relative absolute error
1.0038
Root mean prior squared error
0.4998
Root mean squared error
0.5023
Root relative squared error
1.005
SciMark benchmark
1335.643
UserCPU time millis
40
UserCPU time millis training
40