DEVELOPMENT... OpenML
Run
20496

Run 20496

Task 26 (Supervised Classification) nursery Uploaded 18-06-2014 by Felicia West
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Flow

weka.Bagging_J48(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(1)_I10
weka.Bagging_J48(1)_P100
weka.Bagging_J48(1)_S1
weka.Bagging_J48(1)_Wweka.classifiers.trees.J48
weka.Bagging_J48(1)_num-slots1
weka.J48(1)_C0.25
weka.J48(1)_M2

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
0.9974
Per class
F measure
0.9736
Per class
Kappa
0.9621
KB relative information score
12271.0668
Mean absolute error
0.0177
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
0.9735
Per class
Predictive accuracy
0.9742
Prior entropy
1.7176
Recall
0.9742
Per class
Relative absolute error
0.0649
Root mean prior squared error
0.3695
Root mean squared error
0.0889
Root relative squared error
0.2405
SciMark benchmark
942.3757[562.83983636088461015.2555353338006483.2321174670136907.38665814554741743.1642237068993]