DEVELOPMENT... OpenML
Run
194381

Run 194381

Task 3631 (Supervised Classification) analcatdata_apnea2 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
0.937
Per class
F measure
0.9444
Per class
Kappa
0.767
KB relative information score
270.2021
Mean absolute error
0.1024
Mean prior absolute error
0.2343
Number of instances
475
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9463
Per class
Predictive accuracy
0.9432
Prior entropy
0.5744
Recall
0.9432
Per class
Relative absolute error
0.437
Root mean prior squared error
0.3414
Root mean squared error
0.2099
Root relative squared error
0.6146
SciMark benchmark
1304.9611
UserCPU time millis
70
UserCPU time millis training
70