DEVELOPMENT... OpenML
Run
193987

Run 193987

Task 254 (Supervised Classification) mushroom 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
1
Per class
F measure
1
Per class
Kappa
1
KB relative information score
2677.6149
Mean absolute error
0.0003
Mean prior absolute error
0.4992
Number of instances
2680
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
1
Per class
Predictive accuracy
1
Prior entropy
0.9991
Recall
1
Per class
Relative absolute error
0.0006
Root mean prior squared error
0.4995
Root mean squared error
0.0033
Root relative squared error
0.0066
SciMark benchmark
1363.434
UserCPU time millis
8000
UserCPU time millis testing
30
UserCPU time millis training
7970