DEVELOPMENT... OpenML
Run
193998

Run 193998

Task 271 (Supervised Classification) soybean 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
0.9949
Per class
F measure
0.9328
Per class
Kappa
0.9262
KB relative information score
208.6289
Mean absolute error
0.0083
Mean prior absolute error
0.0958
Number of instances
225
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.934
Per class
Predictive accuracy
0.9333
Prior entropy
3.8572
Recall
0.9333
Per class
Relative absolute error
0.0865
Root mean prior squared error
0.2185
Root mean squared error
0.0706
Root relative squared error
0.3229
SciMark benchmark
1363.434
UserCPU time millis
2370
UserCPU time millis testing
10
UserCPU time millis training
2360