DEVELOPMENT... OpenML
Run
194038

Run 194038

Task 1793 (Supervised Classification) credit-approval 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
0.9053
Per class
F measure
0.8526
Per class
Kappa
0.7035
KB relative information score
1955.3284
Mean absolute error
0.2299
Mean prior absolute error
0.494
Number of instances
3450
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.856
Per class
Predictive accuracy
0.8522
Prior entropy
0.9913
Recall
0.8522
Per class
Relative absolute error
0.4655
Root mean prior squared error
0.497
Root mean squared error
0.3359
Root relative squared error
0.676
SciMark benchmark
1318.1432
UserCPU time millis
180
UserCPU time millis training
180