DEVELOPMENT... OpenML
Run
194110

Run 194110

Task 1920 (Supervised Classification) glass 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
0.8184
Per class
F measure
0.632
Per class
Kappa
0.516
KB relative information score
991.3085
Mean absolute error
0.1391
Mean prior absolute error
0.2116
Number of instances
2140
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6187
Per class
Predictive accuracy
0.6556
Prior entropy
2.2315
Recall
0.6556
Per class
Relative absolute error
0.6575
Root mean prior squared error
0.3244
Root mean squared error
0.2691
Root relative squared error
0.8294
SciMark benchmark
944.4621
UserCPU time millis
100
UserCPU time millis testing
10
UserCPU time millis training
90