DEVELOPMENT... OpenML
Run
194308

Run 194308

Task 3559 (Supervised Classification) confidence 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
0.953
Per class
F measure
0.8282
Per class
Kappa
0.8
KB relative information score
51.3834
Mean absolute error
0.1091
Mean prior absolute error
0.2778
Number of instances
72
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8314
Per class
Predictive accuracy
0.8333
Prior entropy
2.585
Recall
0.8333
Per class
Relative absolute error
0.3928
Root mean prior squared error
0.3727
Root mean squared error
0.2368
Root relative squared error
0.6354
SciMark benchmark
938.343
UserCPU time millis
20
UserCPU time millis training
20