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Run
194844

Run 194844

Task 4303 (Supervised Classification) fri_c0_250_50 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
0.8812
Per class
F measure
0.7984
Per class
Kappa
0.5948
KB relative information score
1052.9512
Mean absolute error
0.3055
Mean prior absolute error
0.498
Number of instances
2500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7988
Per class
Predictive accuracy
0.7988
Prior entropy
0.9971
Recall
0.7988
Per class
Relative absolute error
0.6136
Root mean prior squared error
0.499
Root mean squared error
0.3767
Root relative squared error
0.7549
SciMark benchmark
906.4475
UserCPU time millis
70
UserCPU time millis training
70