DEVELOPMENT... OpenML
Run
194334

Run 194334

Task 3587 (Supervised Classification) pwLinear 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
0.9182
Per class
F measure
0.835
Per class
Kappa
0.67
KB relative information score
106.7482
Mean absolute error
0.2474
Mean prior absolute error
0.4996
Number of instances
200
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8355
Per class
Predictive accuracy
0.835
Prior entropy
0.9994
Recall
0.835
Per class
Relative absolute error
0.4952
Root mean prior squared error
0.4998
Root mean squared error
0.3399
Root relative squared error
0.6802
SciMark benchmark
1335.643
UserCPU time millis
20
UserCPU time millis training
20