Adaptive Confidence Intervals for the Test Error in Classification
نویسنده
چکیده
Sample Size n = 30 n = 100 n = 250 Data Set / Method ACI Yang Jiang ACI Yang Jiang ACI Yang Jiang ThreePt .976 .893* .914* .961 .552* .945 .961 .387* .930* Magic .955 .999* .983* .977* .991* .969* .972* .997* .974* Mam. .957 .989* .966 .962 .996* .964 .960 .995* .968 Ion. .947 .995* .985* .948 .996* .970* .970 .990* .970* Donut .968 .966 .908* .969 .851* .971* .973* .898* .966 Bal. .979* .996* .972* .988* .999* .982* .976* .996* .976* Liver .946 .995* .972* .973* .995* .974* .977* .993* .984* Spam .985* .999* .981* .983* .996* .967 .983* .990* .973* Quad .978* .997* .945 .957 .989* .938 .965 .999* .940 Heart .960 .995* .976* .949 .991* .979* .971* .989* .974*
منابع مشابه
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تاریخ انتشار 2009