DEVELOPMENT... OpenML
Run
194037

Run 194037

Task 1778 (Supervised Classification) mfeat-fourier 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
0.9748
Per class
F measure
0.7996
Per class
Kappa
0.7783
KB relative information score
8055.718
Mean absolute error
0.0521
Mean prior absolute error
0.18
Number of instances
10000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7992
Per class
Predictive accuracy
0.8005
Prior entropy
3.3219
Recall
0.8005
Per class
Relative absolute error
0.2893
Root mean prior squared error
0.3
Root mean squared error
0.1636
Root relative squared error
0.5453
SciMark benchmark
944.0517
UserCPU time millis
8010
UserCPU time millis testing
30
UserCPU time millis training
7980