DEVELOPMENT... OpenML
Run
194885

Run 194885

Task 4346 (Supervised Classification) fri_c2_100_25 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
0.8043
Per class
F measure
0.7959
Per class
Kappa
0.5822
KB relative information score
286.3436
Mean absolute error
0.3721
Mean prior absolute error
0.4904
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7964
Per class
Predictive accuracy
0.797
Prior entropy
0.9864
Recall
0.797
Per class
Relative absolute error
0.7589
Root mean prior squared error
0.4951
Root mean squared error
0.4232
Root relative squared error
0.8548
SciMark benchmark
918.6005
UserCPU time millis
20
UserCPU time millis training
20