DEVELOPMENT... OpenML
Run
194552

Run 194552

Task 3804 (Supervised Classification) lowbwt 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
0.8598
Per class
F measure
0.8325
Per class
Kappa
0.6673
KB relative information score
105.2069
Mean absolute error
0.2345
Mean prior absolute error
0.4989
Number of instances
189
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8556
Per class
Predictive accuracy
0.836
Prior entropy
0.9984
Recall
0.836
Per class
Relative absolute error
0.47
Root mean prior squared error
0.4994
Root mean squared error
0.3495
Root relative squared error
0.6999
SciMark benchmark
930.5999
UserCPU time millis
40
UserCPU time millis testing
10
UserCPU time millis training
30