DEVELOPMENT... OpenML
Run
194470

Run 194470

Task 3721 (Supervised Classification) bolts 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
0.9231
Per class
F measure
0.9243
Per class
Kappa
0.8324
KB relative information score
25.6465
Mean absolute error
0.1759
Mean prior absolute error
0.4571
Number of instances
40
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9249
Per class
Predictive accuracy
0.925
Prior entropy
0.9403
Recall
0.925
Per class
Relative absolute error
0.3849
Root mean prior squared error
0.477
Root mean squared error
0.2789
Root relative squared error
0.5846
SciMark benchmark
1335.643
UserCPU time millis
10
UserCPU time millis training
10