DEVELOPMENT... OpenML
Run
195015

Run 195015

Task 4475 (Supervised Classification) chscase_census4 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
0.494
Per class
F measure
0.4559
Per class
Kappa
-0.0058
KB relative information score
-2.3843
Mean absolute error
0.4997
Mean prior absolute error
0.4996
Number of instances
4000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.496
Per class
Predictive accuracy
0.5063
Prior entropy
0.9994
Recall
0.5063
Per class
Relative absolute error
1.0002
Root mean prior squared error
0.4998
Root mean squared error
0.5014
Root relative squared error
1.0032
SciMark benchmark
915.6729
UserCPU time millis
50
UserCPU time millis training
50