DEVELOPMENT... OpenML
Run
194119

Run 194119

Task 1937 (Supervised Classification) ionosphere 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
0.9203
Per class
F measure
0.8707
Per class
Kappa
0.7145
KB relative information score
2211.2483
Mean absolute error
0.1779
Mean prior absolute error
0.4604
Number of instances
3510
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8775
Per class
Predictive accuracy
0.8744
Prior entropy
0.9425
Recall
0.8744
Per class
Relative absolute error
0.3863
Root mean prior squared error
0.4797
Root mean squared error
0.3032
Root relative squared error
0.6321
SciMark benchmark
876.0664
UserCPU time millis
110
UserCPU time millis training
110