DEVELOPMENT... OpenML
Run
194045

Run 194045

Task 1804 (Supervised Classification) glass 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
0.7975
Per class
F measure
0.6158
Per class
Kappa
0.4906
KB relative information score
505.8872
Mean absolute error
0.1345
Mean prior absolute error
0.2116
Number of instances
1070
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6079
Per class
Predictive accuracy
0.6327
Prior entropy
2.2315
Recall
0.6327
Per class
Relative absolute error
0.6356
Root mean prior squared error
0.3244
Root mean squared error
0.2773
Root relative squared error
0.8548
SciMark benchmark
944.0517
UserCPU time millis
100
UserCPU time millis training
100