DEVELOPMENT... OpenML
Run
10292

Run 10292

Task 13 (Supervised Classification) breast-cancer Uploaded 22-05-2014 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)_I60
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.

17 Evaluation measures

Area under ROC curve
0.6811
Per class
F measure
0.6521
Per class
Kappa
0.1319
KB relative information score
27.4565
Mean absolute error
0.3711
Mean prior absolute error
0.4183
Number of instances
286
Per class
Precision
0.6651
Per class
Predictive accuracy
0.7063
Prior entropy
0.8796
Recall
0.7063
Per class
Relative absolute error
0.8871
Root mean prior squared error
0.457
Root mean squared error
0.4383
Root relative squared error
0.9591