DEVELOPMENT... OpenML
Run
194989

Run 194989

Task 4446 (Supervised Classification) fri_c2_250_50 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
0.6927
Per class
F measure
0.7683
Per class
Kappa
0.5313
KB relative information score
347.0874
Mean absolute error
0.4418
Mean prior absolute error
0.4954
Number of instances
2500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7696
Per class
Predictive accuracy
0.7696
Prior entropy
0.9934
Recall
0.7696
Per class
Relative absolute error
0.8919
Root mean prior squared error
0.4977
Root mean squared error
0.4704
Root relative squared error
0.9451
SciMark benchmark
915.6729
UserCPU time millis
90
UserCPU time millis testing
10
UserCPU time millis training
80