DEVELOPMENT... OpenML
Run
195037

Run 195037

Task 4494 (Supervised Classification) fri_c0_500_25 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
0.888
Per class
F measure
0.7998
Per class
Kappa
0.5993
KB relative information score
2258.0263
Mean absolute error
0.29
Mean prior absolute error
0.4998
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7998
Per class
Predictive accuracy
0.7998
Prior entropy
0.9997
Recall
0.7998
Per class
Relative absolute error
0.5803
Root mean prior squared error
0.4999
Root mean squared error
0.3701
Root relative squared error
0.7404
SciMark benchmark
1386.5717
UserCPU time millis
90
UserCPU time millis testing
10
UserCPU time millis training
80

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