DEVELOPMENT... OpenML
Run
194999

Run 194999

Task 4459 (Supervised Classification) sleuth_case1202 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
0.8968
Per class
F measure
0.8111
Per class
Kappa
0.6028
KB relative information score
422.7788
Mean absolute error
0.2715
Mean prior absolute error
0.475
Number of instances
930
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8116
Per class
Predictive accuracy
0.8108
Prior entropy
0.9645
Recall
0.8108
Per class
Relative absolute error
0.5715
Root mean prior squared error
0.4871
Root mean squared error
0.3609
Root relative squared error
0.741
SciMark benchmark
915.6729
UserCPU time millis
20
UserCPU time millis training
20