DEVELOPMENT... OpenML
Run
194665

Run 194665

Task 3916 (Supervised Classification) kc1-binary 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
0.7965
Per class
F measure
0.7523
Per class
Kappa
0.4907
KB relative information score
59.8292
Mean absolute error
0.2905
Mean prior absolute error
0.4853
Number of instances
145
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7531
Per class
Predictive accuracy
0.7517
Prior entropy
0.979
Recall
0.7517
Per class
Relative absolute error
0.5986
Root mean prior squared error
0.4925
Root mean squared error
0.4311
Root relative squared error
0.8753
SciMark benchmark
939.449
UserCPU time millis
70
UserCPU time millis training
70