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For codes of the same length, theoretically, the further the coding distance between any two categories, the stronger the error correction capability. Therefore, when the code length is small, the theoretical optimal code can be calculated according to this principle. However, it is difficult to effectively determine the optimal code when the code length is slightly larger. In fact, this is an NP-hard problem. However, we usually do not need to obtain theoretical optimal codes, because non-optimal codes can often produce good enough classifiers in practice. On the other hand, it is not that the better the theoretical properties of coding, the better the classification performance, because the machine learning problem involves many factors, such as dismantling multiple classes into two "class subsets", and the difficulty of distinguishing the two class subsets formed by different dismantling methods is often different, that is, the difficulty of the two classification problems caused by them is different. Therefore, one theory has a good quality of error correction, but it leads to a difficult coding for the two-classification problem, which is worse than the other theory, but it leads to a simpler coding for the two-classification problem, and it is hard to say which is better or weaker in the final performance of the model.
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洪霖上前一步,修长白净的手指跟铁钳一样,紧紧攥住他的胳膊。
《挑战不可能》是中央电视台举全台之力重磅推出的超大型项目,将于2015年8月2日起,在CCTV-1每周日晚间黄金时段20:00-21:30首播,连续播出10周。
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Category division is specified through the Coding Matrix. There are many forms of coding matrix, the common ones are binary code and ternary code. The former specifies each class as a positive class and an inverse class respectively, while the latter can specify "disabled class" in addition to the positive and inverse classes. FIG. 3.5 shows a schematic diagram. In FIG. 3.5 (a), classifier f2 takes samples of Cl and C3 as positive examples and samples of C2 and C4 as counterexamples. In FIG. 3.5 (B), classifier f4 takes the samples of C1 and C4 as positive examples and the samples of C3 as counterexamples. In the decoding stage, the prediction results of each classifier are combined to form the code of the test example. The code is compared with the corresponding codes of various types, and the category corresponding to the code with the smallest distance is taken as the prediction result. For example, in Figure 3.5 (a), if based on the European distance, the prediction result will be C3.
上集的末尾,雷洛(刘德华 饰)遇上了阿霞(邱淑贞 饰),并见到自己的儿子雷用贤,原来当年阿霞被亲戚带到了东莞,逃过了那场大火,当时已有身孕。雷诺自觉愧对他们母子,和妻子白月嫦(张敏 饰)商量后,准备纳阿霞为妾,谁知此时,港英政府宣布废除大清律例,执行一夫一妻制,阿霞无奈 之下,带着儿子远走他乡。
超级夜总会
制作人是珍妮弗·费伊、梅洛迪·桑多瓦尔和牛排馆;执行制片人是朱莉·安·克罗米特、马辛易卜拉欣、艾莉莎·纳瓦罗、克里斯·卡拉巴洛、杰森·阿尔维德雷斯、亚当·努西诺、奥斯纳特·舒勒和哈利玛·哈德森。
The execution results are consistent with the previous code, but the benefits of using the state mode are obvious. It can localize the relationship between each state and its corresponding behaviors, which are scattered and encapsulated in their corresponding state classes, making it easy to read and manage the code. In addition, the switching between states is distributed within the state class, which makes it unnecessary to write too many if, else conditional branch languages to control the switching between states.
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