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Run
194842

Run 194842

Task 4301 (Supervised Classification) fri_c1_250_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
0.6695
Per class
F measure
0.6815
Per class
Kappa
0.3614
KB relative information score
328.3438
Mean absolute error
0.4444
Mean prior absolute error
0.4989
Number of instances
2500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6829
Per class
Predictive accuracy
0.6828
Prior entropy
0.9984
Recall
0.6828
Per class
Relative absolute error
0.8909
Root mean prior squared error
0.4994
Root mean squared error
0.4765
Root relative squared error
0.954
SciMark benchmark
1339.3974
UserCPU time millis
30
UserCPU time millis training
30