DEVELOPMENT... OpenML
Run
195122

Run 195122

Task 4548 (Supervised Classification) optdigits 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
0.9964
Per class
F measure
0.9885
Per class
Kappa
0.9366
KB relative information score
49064.5423
Mean absolute error
0.0198
Mean prior absolute error
0.183
Number of instances
56200
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9885
Per class
Predictive accuracy
0.9886
Prior entropy
0.4751
Recall
0.9886
Per class
Relative absolute error
0.1082
Root mean prior squared error
0.3024
Root mean squared error
0.0935
Root relative squared error
0.3094
SciMark benchmark
918.6005
UserCPU time millis
3420
UserCPU time millis testing
30
UserCPU time millis training
3390