DEVELOPMENT... OpenML
Run
194009

Run 194009

Task 280 (Supervised Classification) heart-h 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
0.9065
Per class
F measure
0.8392
Per class
Kappa
0.6449
KB relative information score
53.3751
Mean absolute error
0.0774
Mean prior absolute error
0.1867
Number of instances
97
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8503
Per class
Predictive accuracy
0.8454
Prior entropy
1.0314
Recall
0.8454
Per class
Relative absolute error
0.4144
Root mean prior squared error
0.3038
Root mean squared error
0.2209
Root relative squared error
0.7272
SciMark benchmark
944.4621
UserCPU time millis
230
UserCPU time millis testing
10
UserCPU time millis training
220