DEVELOPMENT... OpenML
Run
194937

Run 194937

Task 4396 (Supervised Classification) sensory 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
0.6408
Per class
F measure
0.628
Per class
Kappa
0.2284
KB relative information score
520.638
Mean absolute error
0.4482
Mean prior absolute error
0.4856
Number of instances
5760
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6307
Per class
Predictive accuracy
0.6385
Prior entropy
0.9792
Recall
0.6385
Per class
Relative absolute error
0.9231
Root mean prior squared error
0.4927
Root mean squared error
0.4778
Root relative squared error
0.9697
SciMark benchmark
942.2229
UserCPU time millis
150
UserCPU time millis testing
10
UserCPU time millis training
140