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Run
194528

Run 194528

Task 3779 (Supervised Classification) fri_c3_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
0.7297
Per class
F measure
0.659
Per class
Kappa
0.3067
KB relative information score
18.2374
Mean absolute error
0.4131
Mean prior absolute error
0.4929
Number of instances
100
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6586
Per class
Predictive accuracy
0.66
Prior entropy
0.99
Recall
0.66
Per class
Relative absolute error
0.838
Root mean prior squared error
0.4964
Root mean squared error
0.4586
Root relative squared error
0.9238
SciMark benchmark
1386.5717
UserCPU time millis
10
UserCPU time millis training
10