DEVELOPMENT... OpenML
Run
194496

Run 194496

Task 3746 (Supervised Classification) pollution 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
0.861
Per class
F measure
0.8165
Per class
Kappa
0.6341
KB relative information score
26.3512
Mean absolute error
0.2932
Mean prior absolute error
0.4995
Number of instances
60
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8205
Per class
Predictive accuracy
0.8167
Prior entropy
0.9992
Recall
0.8167
Per class
Relative absolute error
0.587
Root mean prior squared error
0.4997
Root mean squared error
0.394
Root relative squared error
0.7884
SciMark benchmark
938.343
UserCPU time millis
10
UserCPU time millis training
10