DEVELOPMENT... OpenML
Run
194632

Run 194632

Task 3536 (Supervised Classification) oh10.wc 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
0.9523
Per class
F measure
0.7627
Per class
Kappa
0.7299
KB relative information score
759.3908
Mean absolute error
0.0598
Mean prior absolute error
0.1768
Number of instances
1050
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7654
Per class
Predictive accuracy
0.7619
Prior entropy
3.2054
Recall
0.7619
Per class
Relative absolute error
0.3382
Root mean prior squared error
0.2973
Root mean squared error
0.1849
Root relative squared error
0.6218
SciMark benchmark
1250.8301
UserCPU time millis
90020
UserCPU time millis testing
830
UserCPU time millis training
89190