DEVELOPMENT... OpenML
Run
195010

Run 195010

Task 4470 (Supervised Classification) sleuth_case2002 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
0.7359
Per class
F measure
0.6724
Per class
Kappa
0.3447
KB relative information score
287.9752
Mean absolute error
0.412
Mean prior absolute error
0.4982
Number of instances
1470
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6745
Per class
Predictive accuracy
0.6721
Prior entropy
0.9974
Recall
0.6721
Per class
Relative absolute error
0.827
Root mean prior squared error
0.4991
Root mean squared error
0.4519
Root relative squared error
0.9055
SciMark benchmark
1386.5717
UserCPU time millis
20
UserCPU time millis training
20