DEVELOPMENT... OpenML
Run
194069

Run 194069

Task 1805 (Supervised Classification) soybean 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
0.9925
Per class
F measure
0.9289
Per class
Kappa
0.9223
KB relative information score
3178.7209
Mean absolute error
0.0096
Mean prior absolute error
0.0961
Number of instances
3415
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9301
Per class
Predictive accuracy
0.9291
Prior entropy
3.8572
Recall
0.9291
Per class
Relative absolute error
0.0997
Root mean prior squared error
0.2191
Root mean squared error
0.0768
Root relative squared error
0.3506
SciMark benchmark
916.5955
UserCPU time millis
4070
UserCPU time millis testing
20
UserCPU time millis training
4050