Run
49470

Run 49470

Task 1727 (Learning Curve) optdigits 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
0.9991 ± 0.0004
Per class
Build CPU time
2.2138
Build memory
2570307151.7143
F measure
0.9712 ± 0.0069
Per class
Kappa
0.968 ± 0.0077
KB relative information score
0.9655 ± 0.007
Mean absolute error
0.0099 ± 0.0016
Mean prior absolute error
0.18 ± 0
Number of instances
5620
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9712 ± 0.0069
Per class
Predictive accuracy
0.9712 ± 0.007
Prior entropy
3.3218 ± 0.0001
Recall
0.9712 ± 0.007
Per class
Relative absolute error
0.0548 ± 0.0089
Root mean prior squared error
0.3 ± 0
Root mean squared error
0.067 ± 0.0075
Root relative squared error
0.2232 ± 0.0251
SciMark benchmark
1655.4655