DEVELOPMENT... OpenML
Run
194492

Run 194492

Task 3742 (Supervised Classification) fri_c4_100_10 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
0.6716
Per class
F measure
0.6902
Per class
Kappa
0.3785
KB relative information score
15.4862
Mean absolute error
0.4296
Mean prior absolute error
0.4982
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6904
Per class
Predictive accuracy
0.69
Prior entropy
0.9975
Recall
0.69
Per class
Relative absolute error
0.8623
Root mean prior squared error
0.4991
Root mean squared error
0.4843
Root relative squared error
0.9704
SciMark benchmark
938.343
UserCPU time millis
20
UserCPU time millis training
20