Run
57582

Run 57582

Task 1705 (Learning Curve) letter Uploaded 13-11-2014 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
0.9802 ± 0.0015
Per class
Build CPU time
17.4367
Build memory
619793553.4667
F measure
0.7739 ± 0.0077
Per class
Kappa
0.7659 ± 0.0083
KB relative information score
0.7742 ± 0.0068
Mean absolute error
0.0283 ± 0.0006
Mean prior absolute error
0.074 ± 0
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.774 ± 0.0077
Per class
Predictive accuracy
0.775 ± 0.008
Prior entropy
4.6998 ± 0.0001
Recall
0.775 ± 0.008
Per class
Relative absolute error
0.382 ± 0.0079
Root mean prior squared error
0.1923 ± 0
Root mean squared error
0.1134 ± 0.0017
Root relative squared error
0.5897 ± 0.0088
SciMark benchmark
1645.4276