DEVELOPMENT... OpenML
Run
195179

Run 195179

Task 4590 (Supervised Classification) mfeat-pixel 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
0.9952
Per class
F measure
0.9928
Per class
Kappa
0.96
KB relative information score
18622.4095
Mean absolute error
0.0099
Mean prior absolute error
0.1803
Number of instances
20000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9928
Per class
Predictive accuracy
0.9928
Prior entropy
0.4703
Recall
0.9928
Per class
Relative absolute error
0.0548
Root mean prior squared error
0.3
Root mean squared error
0.0766
Root relative squared error
0.2555
SciMark benchmark
1339.3974
UserCPU time millis
18560
UserCPU time millis testing
140
UserCPU time millis training
18420