DEVELOPMENT... OpenML
Run
194067

Run 194067

Task 1814 (Supervised Classification) heart-h Uploaded 26-02-2015 by Jason
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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
0.8731
Per class
F measure
0.8085
Per class
Kappa
0.5817
KB relative information score
677.7102
Mean absolute error
0.096
Mean prior absolute error
0.1867
Number of instances
1470
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.808
Per class
Predictive accuracy
0.8102
Prior entropy
1.0314
Recall
0.8102
Per class
Relative absolute error
0.5144
Root mean prior squared error
0.3037
Root mean squared error
0.2387
Root relative squared error
0.7858
SciMark benchmark
1363.434
UserCPU time millis
120
UserCPU time millis training
120