DEVELOPMENT... OpenML
Run
193944

Run 193944

Task 57 (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
0.9193
Per class
F measure
0.8681
Per class
Kappa
0.7087
KB relative information score
225.8894
Mean absolute error
0.17
Mean prior absolute error
0.4604
Number of instances
351
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8747
Per class
Predictive accuracy
0.8718
Prior entropy
0.9425
Recall
0.8718
Per class
Relative absolute error
0.3692
Root mean prior squared error
0.4797
Root mean squared error
0.3031
Root relative squared error
0.6319
SciMark benchmark
930.5999
UserCPU time millis
120
UserCPU time millis training
120