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Run
194340

Run 194340

Task 3592 (Supervised Classification) fri_c2_100_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
0.69
Per class
F measure
0.708
Per class
Kappa
0.386
KB relative information score
12.8048
Mean absolute error
0.4312
Mean prior absolute error
0.4804
Number of instances
100
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.719
Per class
Predictive accuracy
0.72
Prior entropy
0.9721
Recall
0.72
Per class
Relative absolute error
0.8976
Root mean prior squared error
0.4899
Root mean squared error
0.4667
Root relative squared error
0.9526
SciMark benchmark
1304.9611
UserCPU time millis
10
UserCPU time millis training
10