Run
49407

Run 49407

Task 1721 (Learning Curve) mfeat-zernike 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
0.9812 ± 0.0028
Per class
Build CPU time
0.6821
Build memory
1646970779.2
F measure
0.8155 ± 0.0234
Per class
Kappa
0.7978 ± 0.0277
KB relative information score
0.8562 ± 0.0119
Mean absolute error
0.0409 ± 0.0027
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.8138 ± 0.0222
Per class
Predictive accuracy
0.818 ± 0.025
Prior entropy
3.3219
Recall
0.818 ± 0.025
Per class
Relative absolute error
0.2271 ± 0.0148
Root mean prior squared error
0.3
Root mean squared error
0.1415 ± 0.0058
Root relative squared error
0.4716 ± 0.0192
SciMark benchmark
1655.4655