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Run
194931

Run 194931

Task 4388 (Supervised Classification) diggle_table_a2 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
1
Per class
F measure
0.9981
Per class
Kappa
0.9961
KB relative information score
3001.8083
Mean absolute error
0.0185
Mean prior absolute error
0.4979
Number of instances
3100
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9981
Per class
Predictive accuracy
0.9981
Prior entropy
0.997
Recall
0.9981
Per class
Relative absolute error
0.0371
Root mean prior squared error
0.499
Root mean squared error
0.0706
Root relative squared error
0.1415
SciMark benchmark
1321.527
UserCPU time millis
60
UserCPU time millis training
60