DEVELOPMENT... OpenML
Run
195163

Run 195163

Task 4623 (Supervised Classification) pc1 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
0.6989
Per class
F measure
0.9035
Per class
Kappa
0.0905
KB relative information score
-14922.9277
Mean absolute error
0.1796
Mean prior absolute error
0.1299
Number of instances
11090
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8984
Per class
Predictive accuracy
0.9289
Prior entropy
0.3667
Recall
0.9289
Per class
Relative absolute error
1.3825
Root mean prior squared error
0.2542
Root mean squared error
0.2979
Root relative squared error
1.1721
SciMark benchmark
1333.5799
UserCPU time millis
170
UserCPU time millis training
170