Run
49629

Run 49629

Task 1757 (Learning Curve) waveform-5000 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
0.9709 ± 0.005
Per class
Build CPU time
0.3947
Build memory
379411653.2
F measure
0.872 ± 0.0136
Per class
Kappa
0.8083 ± 0.0204
KB relative information score
0.7555 ± 0.0171
Mean absolute error
0.1325 ± 0.0088
Mean prior absolute error
0.4444 ± 0
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.8723 ± 0.014
Per class
Predictive accuracy
0.8722 ± 0.0136
Prior entropy
1.5849 ± 0
Recall
0.8722 ± 0.0136
Per class
Relative absolute error
0.2982 ± 0.0198
Root mean prior squared error
0.4714 ± 0
Root mean squared error
0.2509 ± 0.0107
Root relative squared error
0.5322 ± 0.0228
SciMark benchmark
1652.2022