DEVELOPMENT... OpenML
Run
195511

Run 195511

Task 7307 (Supervised Classification) eating 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
0.8947
Per class
F measure
0.6267
Per class
Kappa
0.5628
KB relative information score
571.0846
Mean absolute error
0.1166
Mean prior absolute error
0.2448
Number of instances
945
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6284
Per class
Predictive accuracy
0.6254
Prior entropy
2.8053
Recall
0.6254
Per class
Relative absolute error
0.4765
Root mean prior squared error
0.3498
Root mean squared error
0.2786
Root relative squared error
0.7963
SciMark benchmark
932.5646
UserCPU time millis
151790
UserCPU time millis testing
880
UserCPU time millis training
150910

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