DEVELOPMENT... OpenML
Run
193970

Run 193970

Task 253 (Supervised Classification) cmc 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
0.6662
Per class
F measure
0.4855
Per class
Kappa
0.1982
KB relative information score
68.3438
Mean absolute error
0.3956
Mean prior absolute error
0.4292
Number of instances
486
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.484
Per class
Predictive accuracy
0.4897
Prior entropy
1.5392
Recall
0.4897
Per class
Relative absolute error
0.9216
Root mean prior squared error
0.4624
Root mean squared error
0.4455
Root relative squared error
0.9635
SciMark benchmark
880.8372
UserCPU time millis
390
UserCPU time millis training
390