DEVELOPMENT... OpenML
Run
194415

Run 194415

Task 3665 (Supervised Classification) pyrim 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
0.952
Per class
F measure
0.9323
Per class
Kappa
0.8606
KB relative information score
53.6708
Mean absolute error
0.147
Mean prior absolute error
0.4872
Number of instances
74
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9325
Per class
Predictive accuracy
0.9324
Prior entropy
0.9819
Recall
0.9324
Per class
Relative absolute error
0.3017
Root mean prior squared error
0.4934
Root mean squared error
0.2604
Root relative squared error
0.5277
SciMark benchmark
1335.643
UserCPU time millis
10
UserCPU time millis training
10