DEVELOPMENT... OpenML
Run
194978

Run 194978

Task 4438 (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
0.7289
Per class
F measure
0.7885
Per class
Kappa
0.5662
KB relative information score
959.1441
Mean absolute error
0.4146
Mean prior absolute error
0.4897
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7894
Per class
Predictive accuracy
0.79
Prior entropy
0.9851
Recall
0.79
Per class
Relative absolute error
0.8468
Root mean prior squared error
0.4948
Root mean squared error
0.4496
Root relative squared error
0.9087
SciMark benchmark
906.4475
UserCPU time millis
60
UserCPU time millis training
60