DEVELOPMENT... OpenML
Run
194395

Run 194395

Task 3646 (Supervised Classification) rabe_265 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
0.7381
Per class
F measure
0.6618
Per class
Kappa
0.2968
KB relative information score
11.118
Mean absolute error
0.3867
Mean prior absolute error
0.485
Number of instances
51
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6616
Per class
Predictive accuracy
0.6667
Prior entropy
0.9791
Recall
0.6667
Per class
Relative absolute error
0.7972
Root mean prior squared error
0.4922
Root mean squared error
0.4472
Root relative squared error
0.9086
SciMark benchmark
1335.643
UserCPU time millis
10
UserCPU time millis training
10