DEVELOPMENT... OpenML
Run
194884

Run 194884

Task 4345 (Supervised Classification) disclosure_x_bias 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
0.5725
Per class
F measure
0.5582
Per class
Kappa
0.1161
KB relative information score
154.7666
Mean absolute error
0.4901
Mean prior absolute error
0.4991
Number of instances
6620
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5598
Per class
Predictive accuracy
0.5612
Prior entropy
0.9987
Recall
0.5612
Per class
Relative absolute error
0.982
Root mean prior squared error
0.4996
Root mean squared error
0.4963
Root relative squared error
0.9936
SciMark benchmark
918.6005
UserCPU time millis
80
UserCPU time millis training
80