DEVELOPMENT... OpenML
Run
194444

Run 194444

Task 3696 (Supervised Classification) autoMpg 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
0.9753
Per class
F measure
0.9171
Per class
Kappa
0.8338
KB relative information score
308.8129
Mean absolute error
0.1179
Mean prior absolute error
0.4987
Number of instances
398
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9171
Per class
Predictive accuracy
0.9171
Prior entropy
0.9982
Recall
0.9171
Per class
Relative absolute error
0.2365
Root mean prior squared error
0.4994
Root mean squared error
0.2516
Root relative squared error
0.5038
SciMark benchmark
1304.9611
UserCPU time millis
110
UserCPU time millis training
110