DEVELOPMENT... OpenML
Run
194993

Run 194993

Task 4452 (Supervised Classification) fri_c0_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
0.9043
Per class
F measure
0.828
Per class
Kappa
0.656
KB relative information score
2475.2444
Mean absolute error
0.2684
Mean prior absolute error
0.5
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
0.828
Per class
Predictive accuracy
0.828
Prior entropy
1
Recall
0.828
Per class
Relative absolute error
0.5369
Root mean prior squared error
0.5
Root mean squared error
0.3546
Root relative squared error
0.7093
SciMark benchmark
915.6729
UserCPU time millis
70
UserCPU time millis training
70