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Run
194895

Run 194895

Task 4353 (Supervised Classification) fri_c3_100_10 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
0.6375
Per class
F measure
0.5838
Per class
Kappa
0.124
KB relative information score
79.0468
Mean absolute error
0.4423
Mean prior absolute error
0.4804
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5821
Per class
Predictive accuracy
0.596
Prior entropy
0.9721
Recall
0.596
Per class
Relative absolute error
0.9207
Root mean prior squared error
0.4899
Root mean squared error
0.4838
Root relative squared error
0.9875
SciMark benchmark
1339.3974
UserCPU time millis
10
UserCPU time millis training
10