DEVELOPMENT... OpenML
Run
194746

Run 194746

Task 4199 (Supervised Classification) monks-problems-3 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
0.9846
Per class
F measure
0.9764
Per class
Kappa
0.9527
KB relative information score
5036.1393
Mean absolute error
0.0524
Mean prior absolute error
0.4992
Number of instances
5540
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9764
Per class
Predictive accuracy
0.9764
Prior entropy
0.9989
Recall
0.9764
Per class
Relative absolute error
0.105
Root mean prior squared error
0.4996
Root mean squared error
0.1409
Root relative squared error
0.282
SciMark benchmark
1335.643
UserCPU time millis
130
UserCPU time millis training
130