DEVELOPMENT... OpenML
Run
194115

Run 194115

Task 1928 (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
0.9
Per class
F measure
0.8291
Per class
Kappa
0.6548
KB relative information score
1630.7581
Mean absolute error
0.0893
Mean prior absolute error
0.2004
Number of instances
3030
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.83
Per class
Predictive accuracy
0.8297
Prior entropy
1.0792
Recall
0.8297
Per class
Relative absolute error
0.4455
Root mean prior squared error
0.315
Root mean squared error
0.2228
Root relative squared error
0.7074
SciMark benchmark
912.5006
UserCPU time millis
130
UserCPU time millis training
130