DEVELOPMENT... OpenML
Run
58424

Run 58424

Task 1790 (Supervised Classification) nursery Uploaded 15-11-2014 by Felicia West
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Flow

weka.Bagging_LMT(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(2)_I40
weka.Bagging_LMT(2)_P100
weka.Bagging_LMT(2)_S1
weka.Bagging_LMT(2)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(2)_num-slots1
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_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.

21 Evaluation measures

Area under ROC curve
0.9988
Per class
Build CPU time
754.2717
Build memory
140514483.2
F measure
0.9767
Per class
Kappa
0.9659
KB relative information score
61776.1042
Mean absolute error
0.016
Mean prior absolute error
0.273
Number of instances
64800
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9766
Per class
Predictive accuracy
0.9767
Prior entropy
1.7176
Recall
0.9767
Per class
Relative absolute error
0.0587
Root mean prior squared error
0.3695
Root mean squared error
0.0842
Root relative squared error
0.2279
SciMark benchmark
939.0518