DEVELOPMENT... OpenML
Run
194481

Run 194481

Task 3732 (Supervised Classification) fri_c4_100_25 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
0.7134
Per class
F measure
0.6648
Per class
Kappa
0.326
KB relative information score
21.7904
Mean absolute error
0.3972
Mean prior absolute error
0.4969
Number of instances
100
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6708
Per class
Predictive accuracy
0.67
Prior entropy
0.9956
Recall
0.67
Per class
Relative absolute error
0.7995
Root mean prior squared error
0.4984
Root mean squared error
0.4757
Root relative squared error
0.9545
SciMark benchmark
1335.643
UserCPU time millis
20
UserCPU time millis training
20