DEVELOPMENT... OpenML
Run
194684

Run 194684

Task 3889 (Supervised Classification) sylva_agnostic 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
0.9991
Per class
F measure
0.9948
Per class
Kappa
0.9554
KB relative information score
12838.5942
Mean absolute error
0.0098
Mean prior absolute error
0.1156
Number of instances
14395
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9949
Per class
Predictive accuracy
0.9948
Prior entropy
0.3338
Recall
0.9948
Per class
Relative absolute error
0.085
Root mean prior squared error
0.2403
Root mean squared error
0.0662
Root relative squared error
0.2753
SciMark benchmark
935.5075
UserCPU time millis
30560
UserCPU time millis testing
100
UserCPU time millis training
30460