DEVELOPMENT... OpenML
Run
13594

Run 13594

Task 15 (Supervised Classification) breast-w 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.

19 Evaluation measures

Area under ROC curve
0.9911
Per class
F measure
0.9599
Per class
Kappa
0.9113
KB relative information score
595.8494
Mean absolute error
0.0734
Mean prior absolute error
0.452
Number of instances
699
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9599
Per class
Predictive accuracy
0.9599
Prior entropy
0.9297
Recall
0.9599
Per class
Relative absolute error
0.1623
Root mean prior squared error
0.4753
Root mean squared error
0.1742
Root relative squared error
0.3665
SciMark benchmark
911.3625[564.84475602395331015.7907504114269483.6674820550281911.80521739130441580.7042191207643]