DEVELOPMENT... OpenML
Run
195074

Run 195074

Task 4532 (Supervised Classification) pasture 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
0.8203
Per class
F measure
0.844
Per class
Kappa
0.6436
KB relative information score
172.4811
Mean absolute error
0.2463
Mean prior absolute error
0.4474
Number of instances
360
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8451
Per class
Predictive accuracy
0.8472
Prior entropy
0.9268
Recall
0.8472
Per class
Relative absolute error
0.5505
Root mean prior squared error
0.4715
Root mean squared error
0.3558
Root relative squared error
0.7547
SciMark benchmark
1339.3974
UserCPU time millis
10
UserCPU time millis training
10