DEVELOPMENT... OpenML
Run
194452

Run 194452

Task 3705 (Supervised Classification) autoHorse 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
0.9989
Per class
F measure
0.9755
Per class
Kappa
0.9491
KB relative information score
184.2799
Mean absolute error
0.0553
Mean prior absolute error
0.4821
Number of instances
205
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9759
Per class
Predictive accuracy
0.9756
Prior entropy
0.9742
Recall
0.9756
Per class
Relative absolute error
0.1148
Root mean prior squared error
0.4909
Root mean squared error
0.1348
Root relative squared error
0.2746
SciMark benchmark
1304.9611
UserCPU time millis
80
UserCPU time millis training
80