DEVELOPMENT... OpenML
Run
194500

Run 194500

Task 3749 (Supervised Classification) no2 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
0.5981
Per class
F measure
0.5594
Per class
Kappa
0.1203
KB relative information score
21.973
Mean absolute error
0.4822
Mean prior absolute error
0.5
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5605
Per class
Predictive accuracy
0.56
Prior entropy
1
Recall
0.56
Per class
Relative absolute error
0.9645
Root mean prior squared error
0.5
Root mean squared error
0.4924
Root relative squared error
0.9849
SciMark benchmark
938.343
UserCPU time millis
70
UserCPU time millis training
70