DEVELOPMENT... OpenML
Run
194058

Run 194058

Task 1816 (Supervised Classification) heart-statlog 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
0.8827
Per class
F measure
0.821
Per class
Kappa
0.637
KB relative information score
714.7873
Mean absolute error
0.2435
Mean prior absolute error
0.4939
Number of instances
1350
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8212
Per class
Predictive accuracy
0.8215
Prior entropy
0.9912
Recall
0.8215
Per class
Relative absolute error
0.4929
Root mean prior squared error
0.4969
Root mean squared error
0.3678
Root relative squared error
0.7402
SciMark benchmark
944.4621
UserCPU time millis
50
UserCPU time millis testing
10
UserCPU time millis training
40