DEVELOPMENT... OpenML
Run
194904

Run 194904

Task 4362 (Supervised Classification) fri_c2_500_5 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
0.7228
Per class
F measure
0.734
Per class
Kappa
0.4437
KB relative information score
818.9913
Mean absolute error
0.4178
Mean prior absolute error
0.4816
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
0.7345
Per class
Predictive accuracy
0.7374
Prior entropy
0.9735
Recall
0.7374
Per class
Relative absolute error
0.8674
Root mean prior squared error
0.4907
Root mean squared error
0.4518
Root relative squared error
0.9206
SciMark benchmark
918.6005
UserCPU time millis
70
UserCPU time millis training
70