DEVELOPMENT... OpenML
Run
194674

Run 194674

Task 3907 (Supervised Classification) mc1 Uploaded 26-02-2015 by Jason
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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
0.9092
Per class
F measure
0.9896
Per class
Kappa
0.0548
KB relative information score
-34456.2756
Mean absolute error
0.0124
Mean prior absolute error
0.0144
Number of instances
9466
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9895
Per class
Predictive accuracy
0.9928
Prior entropy
0.0622
Recall
0.9928
Per class
Relative absolute error
0.8614
Root mean prior squared error
0.0845
Root mean squared error
0.0783
Root relative squared error
0.9271
SciMark benchmark
1335.643
UserCPU time millis
2520
UserCPU time millis testing
20
UserCPU time millis training
2500