DEVELOPMENT... OpenML
Run
194356

Run 194356

Task 3608 (Supervised Classification) fri_c4_500_100 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
0.6844
Per class
F measure
0.6349
Per class
Kappa
0.2539
KB relative information score
70.902
Mean absolute error
0.4284
Mean prior absolute error
0.4913
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6346
Per class
Predictive accuracy
0.638
Prior entropy
0.9875
Recall
0.638
Per class
Relative absolute error
0.872
Root mean prior squared error
0.4956
Root mean squared error
0.4738
Root relative squared error
0.9559
SciMark benchmark
938.343
UserCPU time millis
250
UserCPU time millis training
250

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