DEVELOPMENT... OpenML
Run
194488

Run 194488

Task 3734 (Supervised Classification) fri_c1_500_5 Uploaded 26-02-2015 by Felicia West
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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
0.683
Per class
F measure
0.7574
Per class
Kappa
0.512
KB relative information score
62.102
Mean absolute error
0.4505
Mean prior absolute error
0.4977
Number of instances
500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7578
Per class
Predictive accuracy
0.758
Prior entropy
0.9967
Recall
0.758
Per class
Relative absolute error
0.9052
Root mean prior squared error
0.4988
Root mean squared error
0.4728
Root relative squared error
0.9478
SciMark benchmark
1386.5717
UserCPU time millis
60
UserCPU time millis training
60