DEVELOPMENT... OpenML
Run
195

Run 195

Task 9 (Supervised Classification) autos Uploaded 07-04-2014 by Jason
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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
0.8517
Per class
F measure
0.6003
Per class
Kappa
0.488
KB relative information score
101.5882
Mean absolute error
0.1377
Mean prior absolute error
0.2209
Number of instances
205
Per class
OS information
[ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ]
Precision
0.5937
Per class
Predictive accuracy
0.6098
Prior entropy
2.3268
Recall
0.6098
Per class
Relative absolute error
0.6232
Root mean prior squared error
0.3318
Root mean squared error
0.2712
Root relative squared error
0.8173
SciMark benchmark
2009.9197