DEVELOPMENT... OpenML
Run
194497

Run 194497

Task 3743 (Supervised Classification) fri_c2_500_25 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
0.6891
Per class
F measure
0.6237
Per class
Kappa
0.2019
KB relative information score
54.0522
Mean absolute error
0.432
Mean prior absolute error
0.4768
Number of instances
500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6284
Per class
Predictive accuracy
0.642
Prior entropy
0.9664
Recall
0.642
Per class
Relative absolute error
0.906
Root mean prior squared error
0.4882
Root mean squared error
0.4662
Root relative squared error
0.9548
SciMark benchmark
1386.5717
UserCPU time millis
80
UserCPU time millis training
80