DEVELOPMENT... OpenML
Run
23376

Run 23376

Task 26 (Supervised Classification) nursery Uploaded 24-06-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(1)_I10
weka.Bagging_RandomTree(1)_P100
weka.Bagging_RandomTree(1)_S1
weka.Bagging_RandomTree(1)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(1)_num-slots1
weka.RandomTree(1)_K0
weka.RandomTree(1)_M1.0
weka.RandomTree(1)_S1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9989
Per class
F measure
0.9771
Per class
Kappa
0.9669
KB relative information score
11971.7557
Mean absolute error
0.0288
Mean prior absolute error
0.273
Number of instances
12960
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.977
Per class
Predictive accuracy
0.9775
Prior entropy
1.7176
Recall
0.9775
Per class
Relative absolute error
0.1056
Root mean prior squared error
0.3695
Root mean squared error
0.0954
Root relative squared error
0.2582
SciMark benchmark
936.8628[558.87235220088451010.4641127049078476.160480280826898.98494494214911739.832252158097]

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