DEVELOPMENT... OpenML
Run
195105

Run 195105

Task 4416 (Supervised Classification) elevators 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
0.943
Per class
F measure
0.8921
Per class
Kappa
0.7413
KB relative information score
103894.7799
Mean absolute error
0.1673
Mean prior absolute error
0.4271
Number of instances
165990
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8978
Per class
Predictive accuracy
0.8958
Prior entropy
0.8921
Recall
0.8958
Per class
Relative absolute error
0.3917
Root mean prior squared error
0.4621
Root mean squared error
0.278
Root relative squared error
0.6015
SciMark benchmark
1333.5799
UserCPU time millis
16580
UserCPU time millis testing
20
UserCPU time millis training
16560