DEVELOPMENT... OpenML
Run
193932

Run 193932

Task 35 (Supervised Classification) dermatology 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
0.997
Per class
F measure
0.9781
Per class
Kappa
0.9726
KB relative information score
350.393
Mean absolute error
0.0158
Mean prior absolute error
0.2664
Number of instances
366
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9783
Per class
Predictive accuracy
0.9781
Prior entropy
2.4378
Recall
0.9781
Per class
Relative absolute error
0.0591
Root mean prior squared error
0.3649
Root mean squared error
0.0818
Root relative squared error
0.2242
SciMark benchmark
923.988
UserCPU time millis
760
UserCPU time millis testing
10
UserCPU time millis training
750