DEVELOPMENT... OpenML
Run
195149

Run 195149

Task 4610 (Supervised Classification) mc2 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
0.6834
Per class
F measure
0.7063
Per class
Kappa
0.306
KB relative information score
257.4857
Mean absolute error
0.3649
Mean prior absolute error
0.4381
Number of instances
1610
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7232
Per class
Predictive accuracy
0.7348
Prior entropy
0.9099
Recall
0.7348
Per class
Relative absolute error
0.833
Root mean prior squared error
0.4676
Root mean squared error
0.4399
Root relative squared error
0.9408
SciMark benchmark
1333.5799
UserCPU time millis
40
UserCPU time millis training
40