DEVELOPMENT... OpenML
Run
193962

Run 193962

Task 14 (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
0.98
Per class
F measure
0.8185
Per class
Kappa
0.7994
KB relative information score
1661.6864
Mean absolute error
0.046
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8181
Per class
Predictive accuracy
0.8195
Prior entropy
3.3219
Recall
0.8195
Per class
Relative absolute error
0.2556
Root mean prior squared error
0.3
Root mean squared error
0.1548
Root relative squared error
0.5161
SciMark benchmark
880.8372
UserCPU time millis
7550
UserCPU time millis testing
20
UserCPU time millis training
7530