DEVELOPMENT... OpenML
Run
194638

Run 194638

Task 3882 (Supervised Classification) pendigits 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
0.9936
Per class
Kappa
0.9659
KB relative information score
10109.2649
Mean absolute error
0.0127
Mean prior absolute error
0.1865
Number of instances
10992
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9936
Per class
Predictive accuracy
0.9936
Prior entropy
0.482
Recall
0.9936
Per class
Relative absolute error
0.0681
Root mean prior squared error
0.3054
Root mean squared error
0.0724
Root relative squared error
0.2371
SciMark benchmark
1304.9611
UserCPU time millis
3640
UserCPU time millis testing
10
UserCPU time millis training
3630