DEVELOPMENT... OpenML
Run
194172

Run 194172

Task 29 (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
0.9145
Per class
F measure
0.8583
Per class
Kappa
0.7147
KB relative information score
415.1518
Mean absolute error
0.2088
Mean prior absolute error
0.494
Number of instances
690
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8608
Per class
Predictive accuracy
0.858
Prior entropy
0.9913
Recall
0.858
Per class
Relative absolute error
0.4227
Root mean prior squared error
0.497
Root mean squared error
0.3277
Root relative squared error
0.6594
SciMark benchmark
1034.1273
UserCPU time millis
140
UserCPU time millis training
140