DEVELOPMENT... OpenML
Run
194076

Run 194076

Task 1790 (Supervised Classification) nursery 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
0.988
Per class
F measure
0.925
Per class
Kappa
0.8905
KB relative information score
56008.514
Mean absolute error
0.0473
Mean prior absolute error
0.273
Number of instances
64800
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9253
Per class
Predictive accuracy
0.9255
Prior entropy
1.7176
Recall
0.9255
Per class
Relative absolute error
0.1731
Root mean prior squared error
0.3695
Root mean squared error
0.1475
Root relative squared error
0.3993
SciMark benchmark
1315.395
UserCPU time millis
10710
UserCPU time millis testing
50
UserCPU time millis training
10660