DEVELOPMENT... OpenML
Run
194066

Run 194066

Task 1817 (Supervised Classification) vehicle 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
0.9283
Per class
F measure
0.7527
Per class
Kappa
0.6768
KB relative information score
2722.3945
Mean absolute error
0.1681
Mean prior absolute error
0.3748
Number of instances
4230
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7492
Per class
Predictive accuracy
0.7577
Prior entropy
1.9991
Recall
0.7577
Per class
Relative absolute error
0.4484
Root mean prior squared error
0.4329
Root mean squared error
0.2805
Root relative squared error
0.6479
SciMark benchmark
1280.6952
UserCPU time millis
600
UserCPU time millis training
600