DEVELOPMENT... OpenML
Run
194018

Run 194018

Task 1766 (Supervised Classification) anneal 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
0.9417
Per class
F measure
0.8763
Per class
Kappa
0.6928
KB relative information score
2885.7007
Mean absolute error
0.0581
Mean prior absolute error
0.1343
Number of instances
4490
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8776
Per class
Predictive accuracy
0.8826
Prior entropy
1.2149
Recall
0.8826
Per class
Relative absolute error
0.4324
Root mean prior squared error
0.2582
Root mean squared error
0.1674
Root relative squared error
0.6483
SciMark benchmark
944.0517
UserCPU time millis
1260
UserCPU time millis testing
10
UserCPU time millis training
1250