Run
49112

Run 49112

Task 1714 (Learning Curve) breast-w Uploaded 06-11-2014 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
Issue #Downvotes for this reason By


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
0.9931 ± 0.0052
Per class
Build CPU time
0.0233
Build memory
3032034141.9
F measure
0.9613 ± 0.0202
Per class
Kappa
0.9143 ± 0.0446
KB relative information score
0.8901 ± 0.0401
Mean absolute error
0.0521 ± 0.0165
Mean prior absolute error
0.4519 ± 0.0014
Number of instances
699
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9613 ± 0.0199
Per class
Predictive accuracy
0.9614 ± 0.0203
Prior entropy
0.9293 ± 0.0043
Recall
0.9614 ± 0.0203
Per class
Relative absolute error
0.1152 ± 0.0365
Root mean prior squared error
0.4753 ± 0.0015
Root mean squared error
0.1681 ± 0.0477
Root relative squared error
0.3536 ± 0.1001
SciMark benchmark
1655.4655