DEVELOPMENT... OpenML
Run
17353

Run 17353

Task 15 (Supervised Classification) breast-w Uploaded 08-06-2014 by Felicia West
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Flow

weka.Bagging_LWL_DecisionStump(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LWL_DecisionStump(1)_I10
weka.Bagging_LWL_DecisionStump(1)_P100
weka.Bagging_LWL_DecisionStump(1)_S1
weka.Bagging_LWL_DecisionStump(1)_Wweka.classifiers.lazy.LWL
weka.Bagging_LWL_DecisionStump(1)_num-slots1
weka.LWL_DecisionStump(1)_Atrue
weka.LWL_DecisionStump(1)_K-1
weka.LWL_DecisionStump(1)_U0
weka.LWL_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump

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
0.9861
Per class
F measure
0.953
Per class
Kappa
0.8964
KB relative information score
549.1478
Mean absolute error
0.1093
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
0.9535
Per class
Predictive accuracy
0.9528
Prior entropy
0.9297
Recall
0.9528
Per class
Relative absolute error
0.2419
Root mean prior squared error
0.4753
Root mean squared error
0.1979
Root relative squared error
0.4164
SciMark benchmark
949.0016[570.19961794685981016.0584738187666483.8854846559526913.71210817040291761.152276377127]