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Run
194513

Run 194513

Task 3762 (Supervised Classification) analcatdata_negotiation Uploaded 26-02-2015 by Jason
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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
0.9228
Per class
F measure
0.8296
Per class
Kappa
0.5902
KB relative information score
45.9638
Mean absolute error
0.1964
Mean prior absolute error
0.4075
Number of instances
92
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8364
Per class
Predictive accuracy
0.8261
Prior entropy
0.8651
Recall
0.8261
Per class
Relative absolute error
0.482
Root mean prior squared error
0.4503
Root mean squared error
0.3261
Root relative squared error
0.7241
SciMark benchmark
1335.643
UserCPU time millis
10
UserCPU time millis training
10