DEVELOPMENT... OpenML
Run
194059

Run 194059

Task 1788 (Supervised Classification) mushroom 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
1
Per class
F measure
0.9995
Per class
Kappa
0.9989
KB relative information score
40351.2735
Mean absolute error
0.0042
Mean prior absolute error
0.4994
Number of instances
40620
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9995
Per class
Predictive accuracy
0.9995
Prior entropy
0.9991
Recall
0.9995
Per class
Relative absolute error
0.0084
Root mean prior squared error
0.4997
Root mean squared error
0.0262
Root relative squared error
0.0525
SciMark benchmark
1304.9611
UserCPU time millis
9170
UserCPU time millis testing
30
UserCPU time millis training
9140