DEVELOPMENT... OpenML
Run
193997

Run 193997

Task 256 (Supervised Classification) nursery 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
0.9875
Per class
F measure
0.9208
Per class
Kappa
0.8842
KB relative information score
3714.7012
Mean absolute error
0.0457
Mean prior absolute error
0.273
Number of instances
4276
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9212
Per class
Predictive accuracy
0.9212
Prior entropy
1.7176
Recall
0.9212
Per class
Relative absolute error
0.1673
Root mean prior squared error
0.3694
Root mean squared error
0.148
Root relative squared error
0.4005
SciMark benchmark
880.8372
UserCPU time millis
11920
UserCPU time millis testing
40
UserCPU time millis training
11880