DEVELOPMENT... OpenML
Run
195024

Run 195024

Task 4483 (Supervised Classification) plasma_retinol 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
0.545
Per class
F measure
0.5393
Per class
Kappa
0.0633
KB relative information score
31.2123
Mean absolute error
0.4832
Mean prior absolute error
0.488
Number of instances
3150
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5489
Per class
Predictive accuracy
0.5698
Prior entropy
0.9827
Recall
0.5698
Per class
Relative absolute error
0.9902
Root mean prior squared error
0.4939
Root mean squared error
0.5035
Root relative squared error
1.0194
SciMark benchmark
1386.5717
UserCPU time millis
50
UserCPU time millis training
50