Run
46585

Run 46585

Task 1701 (Learning Curve) anneal Uploaded 03-11-2014 by Jan van Rijn
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  • 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
0.9403 ± 0.029
Per class
Build CPU time
0.2921
Build memory
88479785.9556
F measure
0.8773 ± 0.0363
Per class
Kappa
0.7001 ± 0.0793
KB relative information score
0.6488 ± 0.0772
Mean absolute error
0.0597 ± 0.0094
Mean prior absolute error
0.1343 ± 0.0013
Number of instances
898
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.8792 ± 0.03
Per class
Predictive accuracy
0.882 ± 0.0355
Prior entropy
1.1915 ± 0.026
Recall
0.882 ± 0.0355
Per class
Relative absolute error
0.4444 ± 0.0711
Root mean prior squared error
0.2582 ± 0.0024
Root mean squared error
0.1691 ± 0.0196
Root relative squared error
0.6547 ± 0.0767
SciMark benchmark
1736.8514