DEVELOPMENT... OpenML
Run
11658

Run 11658

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)_I20
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
0.6644
Per class
F measure
0.6536
Per class
Kappa
0.1336
KB relative information score
26.0397
Mean absolute error
0.3703
Mean prior absolute error
0.4183
Number of instances
286
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6537
Per class
Predictive accuracy
0.6958
Prior entropy
0.8796
Recall
0.6958
Per class
Relative absolute error
0.8853
Root mean prior squared error
0.457
Root mean squared error
0.4442
Root relative squared error
0.9719
SciMark benchmark
943.5922[560.66879002876651008.6129065594412482.58056402979616911.17132945493631754.9271701211055]