DEVELOPMENT... OpenML
Run
193972

Run 193972

Task 251 (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
0.9875
Per class
F measure
0.9262
Per class
Kappa
0.847
KB relative information score
470.4552
Mean absolute error
0.0545
Mean prior absolute error
0.2363
Number of instances
570
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9272
Per class
Predictive accuracy
0.9263
Prior entropy
1.2099
Recall
0.9263
Per class
Relative absolute error
0.2306
Root mean prior squared error
0.3488
Root mean squared error
0.1625
Root relative squared error
0.4657
SciMark benchmark
939.449
UserCPU time millis
1510
UserCPU time millis training
1510