DEVELOPMENT... OpenML
Run
194646

Run 194646

Task 3899 (Supervised Classification) mozilla4 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
0.9138
Per class
F measure
0.8925
Per class
Kappa
0.7565
KB relative information score
2412.6681
Mean absolute error
0.3774
Mean prior absolute error
0.4412
Number of instances
15545
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8925
Per class
Predictive accuracy
0.8925
Prior entropy
0.9135
Recall
0.8925
Per class
Relative absolute error
0.8553
Root mean prior squared error
0.4697
Root mean squared error
0.4124
Root relative squared error
0.8781
SciMark benchmark
939.449
UserCPU time millis
1790
UserCPU time millis testing
20
UserCPU time millis training
1770