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Run
194847

Run 194847

Task 4296 (Supervised Classification) bank8FM 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
0.9891
Per class
F measure
0.9419
Per class
Kappa
0.8793
KB relative information score
68444.0963
Mean absolute error
0.0837
Mean prior absolute error
0.4815
Number of instances
81920
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.942
Per class
Predictive accuracy
0.942
Prior entropy
0.9731
Recall
0.942
Per class
Relative absolute error
0.1738
Root mean prior squared error
0.4906
Root mean squared error
0.2014
Root relative squared error
0.4105
SciMark benchmark
932.5646
UserCPU time millis
1670
UserCPU time millis testing
10
UserCPU time millis training
1660