DEVELOPMENT... OpenML
Run
194349

Run 194349

Task 3602 (Supervised Classification) visualizing_environmental 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
0.7546
Per class
F measure
0.6744
Per class
Kappa
0.3553
KB relative information score
23.5114
Mean absolute error
0.4059
Mean prior absolute error
0.499
Number of instances
111
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6842
Per class
Predictive accuracy
0.6757
Prior entropy
0.9986
Recall
0.6757
Per class
Relative absolute error
0.8134
Root mean prior squared error
0.4995
Root mean squared error
0.444
Root relative squared error
0.889
SciMark benchmark
1304.9611
UserCPU time millis
10
UserCPU time millis training
10