DEVELOPMENT... OpenML
Run
194021

Run 194021

Task 336 (Supervised Classification) electricity 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
0.8262
Per class
F measure
0.7499
Per class
Kappa
0.4873
KB relative information score
5184.2708
Mean absolute error
0.3339
Mean prior absolute error
0.4893
Number of instances
14952
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7579
Per class
Predictive accuracy
0.7554
Prior entropy
0.9835
Recall
0.7554
Per class
Relative absolute error
0.6823
Root mean prior squared error
0.495
Root mean squared error
0.4073
Root relative squared error
0.8228
SciMark benchmark
1321.527
UserCPU time millis
8380
UserCPU time millis testing
60
UserCPU time millis training
8320