DEVELOPMENT... OpenML
Run
194423

Run 194423

Task 3675 (Supervised Classification) pbc 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
0.7643
Per class
F measure
0.6915
Per class
Kappa
0.3768
KB relative information score
104.0351
Mean absolute error
0.3812
Mean prior absolute error
0.495
Number of instances
418
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6915
Per class
Predictive accuracy
0.6914
Prior entropy
0.9928
Recall
0.6914
Per class
Relative absolute error
0.7702
Root mean prior squared error
0.4975
Root mean squared error
0.4429
Root relative squared error
0.8904
SciMark benchmark
1386.5717
UserCPU time millis
70
UserCPU time millis training
70