DEVELOPMENT... OpenML
Run
194032

Run 194032

Task 1785 (Supervised Classification) car 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
0.9886
Per class
F measure
0.9282
Per class
Kappa
0.8438
KB relative information score
7017.8083
Mean absolute error
0.0542
Mean prior absolute error
0.229
Number of instances
8640
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9287
Per class
Predictive accuracy
0.928
Prior entropy
1.2099
Recall
0.928
Per class
Relative absolute error
0.2366
Root mean prior squared error
0.3381
Root mean squared error
0.1588
Root relative squared error
0.4698
SciMark benchmark
895.5332
UserCPU time millis
1750
UserCPU time millis training
1750