DEVELOPMENT... OpenML
Run
194385

Run 194385

Task 3635 (Supervised Classification) fri_c1_250_50 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
0.6861
Per class
F measure
0.6418
Per class
Kappa
0.2752
KB relative information score
44.1908
Mean absolute error
0.4156
Mean prior absolute error
0.4954
Number of instances
250
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.642
Per class
Predictive accuracy
0.644
Prior entropy
0.9934
Recall
0.644
Per class
Relative absolute error
0.8389
Root mean prior squared error
0.4977
Root mean squared error
0.4752
Root relative squared error
0.9548
SciMark benchmark
1304.9611
UserCPU time millis
70
UserCPU time millis training
70