Run
49394

Run 49394

Task 1720 (Learning Curve) car Uploaded 06-11-2014 by Jan van Rijn
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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Flow

weka.SimpleLogistic(2)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(2)_H50
weka.SimpleLogistic(2)_I0
weka.SimpleLogistic(2)_M500
weka.SimpleLogistic(2)_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.

21 Evaluation measures

Area under ROC curve
0.9899 ± 0.0049
Per class
Build CPU time
0.2195
Build memory
1566895656.8
F measure
0.932 ± 0.019
Per class
Kappa
0.8522 ± 0.0405
KB relative information score
0.8261 ± 0.0268
Mean absolute error
0.0511 ± 0.0064
Mean prior absolute error
0.229 ± 0.0007
Number of instances
1728
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9329 ± 0.0186
Per class
Predictive accuracy
0.9317 ± 0.0189
Prior entropy
1.2058 ± 0.0093
Recall
0.9317 ± 0.0189
Per class
Relative absolute error
0.2231 ± 0.0281
Root mean prior squared error
0.3381 ± 0.001
Root mean squared error
0.1535 ± 0.017
Root relative squared error
0.454 ± 0.0505
SciMark benchmark
1655.4655