DEVELOPMENT... OpenML
Run
194483

Run 194483

Task 3733 (Supervised Classification) fri_c2_500_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
0.7294
Per class
F measure
0.7906
Per class
Kappa
0.5706
KB relative information score
95.8574
Mean absolute error
0.4147
Mean prior absolute error
0.4897
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
0.7913
Per class
Predictive accuracy
0.792
Prior entropy
0.9851
Recall
0.792
Per class
Relative absolute error
0.8468
Root mean prior squared error
0.4948
Root mean squared error
0.4494
Root relative squared error
0.9083
SciMark benchmark
930.5999
UserCPU time millis
70
UserCPU time millis training
70