DEVELOPMENT... OpenML
Run
194337

Run 194337

Task 3590 (Supervised Classification) analcatdata_vineyard 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
0.8256
Per class
F measure
0.738
Per class
Kappa
0.4756
KB relative information score
162.4216
Mean absolute error
0.3311
Mean prior absolute error
0.4939
Number of instances
468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7452
Per class
Predictive accuracy
0.7372
Prior entropy
0.9912
Recall
0.7372
Per class
Relative absolute error
0.6704
Root mean prior squared error
0.4969
Root mean squared error
0.4047
Root relative squared error
0.8145
SciMark benchmark
938.343
UserCPU time millis
110
UserCPU time millis training
110