DEVELOPMENT... OpenML
Run
193973

Run 193973

Task 243 (Supervised Classification) breast-cancer Uploaded 26-02-2015 by Felicia West
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Flow

weka.SimpleLogistic(3)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(3)_I0
weka.SimpleLogistic(3)_M500
weka.SimpleLogistic(3)_H50
weka.SimpleLogistic(3)_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.

22 Evaluation measures

Area under ROC curve
0.65
Per class
F measure
0.6547
Per class
Kappa
0.2257
KB relative information score
15.454
Mean absolute error
0.3663
Mean prior absolute error
0.4357
Number of instances
94
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7304
Per class
Predictive accuracy
0.7128
Prior entropy
0.8796
Recall
0.7128
Per class
Relative absolute error
0.8407
Root mean prior squared error
0.4757
Root mean squared error
0.4584
Root relative squared error
0.9637
SciMark benchmark
1321.527
UserCPU time millis
60
UserCPU time millis training
60