DEVELOPMENT... OpenML
Run
194419

Run 194419

Task 3671 (Supervised Classification) fri_c3_1000_50 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
0.7202
Per class
F measure
0.6667
Per class
Kappa
0.3232
KB relative information score
168.0384
Mean absolute error
0.4212
Mean prior absolute error
0.494
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.668
Per class
Predictive accuracy
0.67
Prior entropy
0.9913
Recall
0.67
Per class
Relative absolute error
0.8527
Root mean prior squared error
0.497
Root mean squared error
0.4607
Root relative squared error
0.927
SciMark benchmark
1335.643
UserCPU time millis
280
UserCPU time millis training
280