EasyEnsemble
所属分类：matlab编程
开发工具：matlab
文件大小：13KB
下载次数：63
上传日期：2011-05-12 16:10:10
上 传 者：
clatter
说明： EasyEnsemble和BalanceCascade是两类不平衡数据集的学习方法
(EasyEnsemble and BalanceCascade are two class-imbalance learning methods. They can adaptively exploit the majority class examples, avoiding important majority class examples to be ignored by common under-sampling while maintaining the fast training speed of under-sampling.
)
文件列表:
EasyEnsemble\BalanceCascade\AdaBoost.m (1531, 2009-06-16)
EasyEnsemble\BalanceCascade\AdjustFPRate.m (577, 2009-06-16)
EasyEnsemble\BalanceCascade\BalanceCascade.m (1678, 2010-07-03)
EasyEnsemble\BalanceCascade\boost_data.m (693, 2009-06-16)
EasyEnsemble\BalanceCascade\CalculateAUC.m (386, 2009-06-16)
EasyEnsemble\BalanceCascade\CalculatePositives.m (1074, 2009-06-16)
EasyEnsemble\BalanceCascade\EvaluateValue.m (588, 2009-06-16)
EasyEnsemble\BalanceCascade\example_BalanceCascade.m (1076, 2010-07-03)
EasyEnsemble\BalanceCascade\haberman.mat (1096, 2009-06-16)
EasyEnsemble\BalanceCascade\ImbalanceEvaluate.m (482, 2008-03-07)
EasyEnsemble\BalanceCascade\Predict.m (502, 2009-06-16)
EasyEnsemble\BalanceCascade (0, 2010-07-03)
EasyEnsemble\EasyEnsemble\AdaBoost.m (1536, 2009-06-16)
EasyEnsemble\EasyEnsemble\boost_data.m (693, 2009-06-16)
EasyEnsemble\EasyEnsemble\CalculateAUC.m (386, 2009-06-16)
EasyEnsemble\EasyEnsemble\CalculatePositives.m (1074, 2009-06-16)
EasyEnsemble\EasyEnsemble\EasyEnsemble.m (1481, 2010-07-03)
EasyEnsemble\EasyEnsemble\EvaluateValue.m (588, 2009-06-16)
EasyEnsemble\EasyEnsemble\example_EasyEnsemble.m (1097, 2010-07-03)
EasyEnsemble\EasyEnsemble\haberman.mat (1096, 2009-06-16)
EasyEnsemble\EasyEnsemble\ImbalanceEvaluate.m (482, 2008-03-07)
EasyEnsemble\EasyEnsemble (0, 2010-07-03)
EasyEnsemble\EasyEnsemble.htm (4469, 2010-07-03)
EasyEnsemble (0, 2010-07-03)
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