DEVELOPMENT... OpenML
Run
195174

Run 195174

Task 4209 (Supervised Classification) webdata_wXa 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
0.8913
Per class
F measure
0.83
Per class
Kappa
0.5198
KB relative information score
136565.6543
Mean absolute error
0.2198
Mean prior absolute error
0.3648
Number of instances
369740
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8282
Per class
Predictive accuracy
0.8361
Prior entropy
0.7951
Recall
0.8361
Per class
Relative absolute error
0.6025
Root mean prior squared error
0.4271
Root mean squared error
0.3326
Root relative squared error
0.7788
SciMark benchmark
1304.9611
UserCPU time millis
71670
UserCPU time millis testing
280
UserCPU time millis training
71390