DEVELOPMENT... OpenML
Run
194853

Run 194853

Task 4313 (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
0.7174
Per class
F measure
0.6571
Per class
Kappa
0.2991
KB relative information score
847.4044
Mean absolute error
0.4174
Mean prior absolute error
0.4913
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6583
Per class
Predictive accuracy
0.6616
Prior entropy
0.9875
Recall
0.6616
Per class
Relative absolute error
0.8496
Root mean prior squared error
0.4956
Root mean squared error
0.4618
Root relative squared error
0.9317
SciMark benchmark
906.4475
UserCPU time millis
230
UserCPU time millis training
230