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Run
194840

Run 194840

Task 4300 (Supervised Classification) visualizing_slope 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
0.9767
Per class
F measure
0.918
Per class
Kappa
0.8267
KB relative information score
275.842
Mean absolute error
0.1921
Mean prior absolute error
0.4753
Number of instances
440
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.918
Per class
Predictive accuracy
0.9182
Prior entropy
0.9656
Recall
0.9182
Per class
Relative absolute error
0.4041
Root mean prior squared error
0.4869
Root mean squared error
0.2701
Root relative squared error
0.5548
SciMark benchmark
906.4475
UserCPU time millis
10
UserCPU time millis training
10

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