DEVELOPMENT... OpenML
Run
195160

Run 195160

Task 4621 (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
0.8193
Per class
F measure
0.7497
Per class
Kappa
0.4829
KB relative information score
571.414
Mean absolute error
0.3003
Mean prior absolute error
0.4853
Number of instances
1450
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7493
Per class
Predictive accuracy
0.7503
Prior entropy
0.979
Recall
0.7503
Per class
Relative absolute error
0.6187
Root mean prior squared error
0.4925
Root mean squared error
0.4178
Root relative squared error
0.8484
SciMark benchmark
889.3151
UserCPU time millis
80
UserCPU time millis training
80