DEVELOPMENT... OpenML
Run
194635

Run 194635

Task 3884 (Supervised Classification) page-blocks 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
0.9369
Per class
F measure
0.9454
Per class
Kappa
0.6834
KB relative information score
2537.0159
Mean absolute error
0.0858
Mean prior absolute error
0.1838
Number of instances
5473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9462
Per class
Predictive accuracy
0.9492
Prior entropy
0.4768
Recall
0.9492
Per class
Relative absolute error
0.4666
Root mean prior squared error
0.3031
Root mean squared error
0.2027
Root relative squared error
0.669
SciMark benchmark
935.5075
UserCPU time millis
1340
UserCPU time millis testing
10
UserCPU time millis training
1330