DEVELOPMENT... OpenML
Run
194002

Run 194002

Task 278 (Supervised Classification) heart-c 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
0.9184
Per class
F measure
0.8369
Per class
Kappa
0.6774
KB relative information score
55.6124
Mean absolute error
0.0863
Mean prior absolute error
0.2021
Number of instances
99
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8531
Per class
Predictive accuracy
0.8384
Prior entropy
1.0792
Recall
0.8384
Per class
Relative absolute error
0.4269
Root mean prior squared error
0.3177
Root mean squared error
0.22
Root relative squared error
0.6925
SciMark benchmark
1321.527
UserCPU time millis
110
UserCPU time millis training
110

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