DEVELOPMENT... OpenML
Run
194103

Run 194103

Task 1901 (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
0.99
Per class
F measure
0.9311
Per class
Kappa
0.8504
KB relative information score
14271.033
Mean absolute error
0.0502
Mean prior absolute error
0.229
Number of instances
17280
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9319
Per class
Predictive accuracy
0.931
Prior entropy
1.2099
Recall
0.931
Per class
Relative absolute error
0.2192
Root mean prior squared error
0.3381
Root mean squared error
0.1527
Root relative squared error
0.4515
SciMark benchmark
944.4621
UserCPU time millis
1510
UserCPU time millis training
1510

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