DEVELOPMENT... OpenML
Run
194939

Run 194939

Task 4398 (Supervised Classification) fri_c4_100_100 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
0.7701
Per class
F measure
0.721
Per class
Kappa
0.4402
KB relative information score
277.2485
Mean absolute error
0.3745
Mean prior absolute error
0.4982
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7211
Per class
Predictive accuracy
0.721
Prior entropy
0.9975
Recall
0.721
Per class
Relative absolute error
0.7517
Root mean prior squared error
0.4991
Root mean squared error
0.443
Root relative squared error
0.8876
SciMark benchmark
932.5646
UserCPU time millis
60
UserCPU time millis training
60