DEVELOPMENT... OpenML
Run
195138

Run 195138

Task 4587 (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
0.9939
Per class
Kappa
0.9672
KB relative information score
101301.2017
Mean absolute error
0.0124
Mean prior absolute error
0.1865
Number of instances
109920
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9939
Per class
Predictive accuracy
0.9939
Prior entropy
0.482
Recall
0.9939
Per class
Relative absolute error
0.0663
Root mean prior squared error
0.3054
Root mean squared error
0.0716
Root relative squared error
0.2345
SciMark benchmark
918.6005
UserCPU time millis
4020
UserCPU time millis testing
20
UserCPU time millis training
4000