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Run
19187

Run 19187

Task 15 (Supervised Classification) breast-w Uploaded 12-06-2014 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)_I80
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
0.9897
Per class
F measure
0.9587
Per class
Kappa
0.9092
KB relative information score
545.6053
Mean absolute error
0.1122
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
0.9594
Per class
Predictive accuracy
0.9585
Prior entropy
0.9297
Recall
0.9585
Per class
Relative absolute error
0.2483
Root mean prior squared error
0.4753
Root mean squared error
0.1967
Root relative squared error
0.4139
SciMark benchmark
944.8306[567.60190887821451012.0562417272014481.93081680843505907.07263143401181755.4912331040343]