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Run
194972

Run 194972

Task 4433 (Supervised Classification) sleuth_ex2015 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
0.7721
Per class
F measure
0.7378
Per class
Kappa
0.469
KB relative information score
159.846
Mean absolute error
0.3788
Mean prior absolute error
0.4952
Number of instances
600
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.74
Per class
Predictive accuracy
0.74
Prior entropy
0.9932
Recall
0.74
Per class
Relative absolute error
0.765
Root mean prior squared error
0.4975
Root mean squared error
0.4371
Root relative squared error
0.8786
SciMark benchmark
915.6729
UserCPU time millis
10
UserCPU time millis training
10