DEVELOPMENT... OpenML
Run
6423

Run 6423

Task 21 (Supervised Classification) car Uploaded 15-05-2014 by Felicia West
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Flow

weka.Bagging_REPTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(1)_I10
weka.Bagging_REPTree(1)_P100
weka.Bagging_REPTree(1)_S1
weka.Bagging_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(1)_num-slots1
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001

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
0.9876
Per class
F measure
0.9258
Per class
Kappa
0.839
KB relative information score
1371.6632
Mean absolute error
0.0594
Mean prior absolute error
0.229
Number of instances
1728
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9275
Per class
Predictive accuracy
0.9253
Prior entropy
1.2099
Recall
0.9253
Per class
Relative absolute error
0.2595
Root mean prior squared error
0.3381
Root mean squared error
0.1636
Root relative squared error
0.484
SciMark benchmark
947.5989[571.32022772875721015.2555353338006479.7774192424144912.75766683510371758.8835103978397]