DEVELOPMENT... OpenML
Run
194459

Run 194459

Task 1912 (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
0.9976
Per class
F measure
0.9546
Per class
Kappa
0.9495
KB relative information score
103874.9505
Mean absolute error
0.0163
Mean prior absolute error
0.18
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
0.9546
Per class
Predictive accuracy
0.9545
Prior entropy
3.3208
Recall
0.9545
Per class
Relative absolute error
0.0904
Root mean prior squared error
0.3
Root mean squared error
0.0848
Root relative squared error
0.2826
SciMark benchmark
930.5999
UserCPU time millis
21770
UserCPU time millis testing
50
UserCPU time millis training
21720