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Run
194879

Run 194879

Task 4339 (Supervised Classification) fri_c3_100_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
0.5924
Per class
F measure
0.5925
Per class
Kappa
0.1746
KB relative information score
88.4291
Mean absolute error
0.4558
Mean prior absolute error
0.4951
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5921
Per class
Predictive accuracy
0.595
Prior entropy
0.9931
Recall
0.595
Per class
Relative absolute error
0.9206
Root mean prior squared error
0.4975
Root mean squared error
0.5181
Root relative squared error
1.0414
SciMark benchmark
1321.527
UserCPU time millis
20
UserCPU time millis training
20