DEVELOPMENT... OpenML
Run
194981

Run 194981

Task 4439 (Supervised Classification) fri_c1_500_5 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
0.6838
Per class
F measure
0.7585
Per class
Kappa
0.5142
KB relative information score
621.9701
Mean absolute error
0.4504
Mean prior absolute error
0.4977
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
0.7588
Per class
Predictive accuracy
0.759
Prior entropy
0.9967
Recall
0.759
Per class
Relative absolute error
0.905
Root mean prior squared error
0.4988
Root mean squared error
0.4726
Root relative squared error
0.9474
SciMark benchmark
915.6729
UserCPU time millis
60
UserCPU time millis training
60