DEVELOPMENT... OpenML
Run
194355

Run 194355

Task 3607 (Supervised Classification) rmftsa_sleepdata Uploaded 26-02-2015 by Jason
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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
0.7793
Per class
F measure
0.6909
Per class
Kappa
0.3853
KB relative information score
225.426
Mean absolute error
0.4043
Mean prior absolute error
0.5
Number of instances
1024
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6966
Per class
Predictive accuracy
0.6924
Prior entropy
1
Recall
0.6924
Per class
Relative absolute error
0.8086
Root mean prior squared error
0.5
Root mean squared error
0.4471
Root relative squared error
0.8943
SciMark benchmark
1335.643
UserCPU time millis
110
UserCPU time millis training
110

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