DEVELOPMENT... OpenML
Run
194074

Run 194074

Task 1884 (Supervised Classification) labor Uploaded 26-02-2015 by Jason
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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
0.9673
Per class
F measure
0.9208
Per class
Kappa
0.8257
KB relative information score
428.5552
Mean absolute error
0.1168
Mean prior absolute error
0.457
Number of instances
570
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9207
Per class
Predictive accuracy
0.9211
Prior entropy
0.9393
Recall
0.9211
Per class
Relative absolute error
0.2555
Root mean prior squared error
0.4773
Root mean squared error
0.2458
Root relative squared error
0.5149
SciMark benchmark
1363.434
UserCPU time millis
10
UserCPU time millis training
10