DEVELOPMENT... OpenML
Run
194031

Run 194031

Task 1787 (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
0.68
Per class
F measure
0.4963
Per class
Kappa
0.2151
KB relative information score
1171.1694
Mean absolute error
0.3902
Mean prior absolute error
0.4308
Number of instances
7365
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4971
Per class
Predictive accuracy
0.5028
Prior entropy
1.5392
Recall
0.5028
Per class
Relative absolute error
0.9056
Root mean prior squared error
0.4641
Root mean squared error
0.4425
Root relative squared error
0.9534
SciMark benchmark
942.9708
UserCPU time millis
420
UserCPU time millis training
420