DEVELOPMENT... OpenML
Run
194049

Run 194049

Task 1794 (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
0.9839
Per class
F measure
0.9617
Per class
Kappa
0.7951
KB relative information score
19565.7236
Mean absolute error
0.0219
Mean prior absolute error
0.0762
Number of instances
27365
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9616
Per class
Predictive accuracy
0.9633
Prior entropy
0.6391
Recall
0.9633
Per class
Relative absolute error
0.2872
Root mean prior squared error
0.1949
Root mean squared error
0.1041
Root relative squared error
0.5342
SciMark benchmark
895.5332
UserCPU time millis
3480
UserCPU time millis testing
10
UserCPU time millis training
3470

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