DEVELOPMENT... OpenML
Run
57085

Run 57085

Task 1790 (Supervised Classification) nursery Uploaded 12-11-2014 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)_I80
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
0.9989
Per class
Build CPU time
1476.5189
Build memory
563412488.8
F measure
0.9768
Per class
Kappa
0.9661
KB relative information score
61796.5788
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
0.9768
Per class
Predictive accuracy
0.9769
Prior entropy
1.7176
Recall
0.9769
Per class
Relative absolute error
0.0587
Root mean prior squared error
0.3695
Root mean squared error
0.0836
Root relative squared error
0.2263
SciMark benchmark
941.5509