DEVELOPMENT... OpenML
Run
194789

Run 194789

Task 4248 (Supervised Classification) irish 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
0.9856
Per class
F measure
0.988
Per class
Kappa
0.9758
KB relative information score
4320.2213
Mean absolute error
0.0838
Mean prior absolute error
0.4938
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9883
Per class
Predictive accuracy
0.988
Prior entropy
0.991
Recall
0.988
Per class
Relative absolute error
0.1697
Root mean prior squared error
0.4969
Root mean squared error
0.1373
Root relative squared error
0.2764
SciMark benchmark
915.6729
UserCPU time millis
100
UserCPU time millis training
100

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