DEVELOPMENT... OpenML
Run
194693

Run 194693

Task 3892 (Supervised Classification) hiva_agnostic 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
0.7602
Per class
F measure
0.9585
Per class
Kappa
0.2821
KB relative information score
-2059.1062
Mean absolute error
0.0539
Mean prior absolute error
0.0682
Number of instances
4229
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9568
Per class
Predictive accuracy
0.9662
Prior entropy
0.221
Recall
0.9662
Per class
Relative absolute error
0.7898
Root mean prior squared error
0.1844
Root mean squared error
0.171
Root relative squared error
0.9277
SciMark benchmark
1304.9611
UserCPU time millis
43500
UserCPU time millis testing
260
UserCPU time millis training
43240