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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.F4从英德学院毕业了。道明寺邀杉菜一起到西班牙毕业旅行，但两人却又吵架赌气，眼看巴塞隆纳之行即将泡汤，F3于是用计将这对别扭的情侣送往巴塞隆纳，为两人制造机会。受到花泽类“秘密信函”启发的道明寺，买下杉菜在市集看中的一只流星戒指，暗中安排一切，准备在巴塞隆纳近郊一座有著幸福传说的教堂里向杉菜求婚，不料，途中却发生一场意外，留下杉菜一人在教堂前苦苦等候。随著时间流逝，道明寺的无故失踪让杉菜开始感到不安，心慌意乱的她找来在西班牙留学的藤堂静帮忙，杉菜和藤堂静发现了花泽类交给道明寺的“秘密信函”，信中花泽类希望道明寺能在那座教堂里跟杉菜求婚，替他完成和藤堂静未能实现的传说，杉菜和藤堂静读完信后各自感伤。此时，F3亦从台湾赶来巴塞隆纳。过两天我们就要起鱼塘，到时候有好新鲜的鱼……喧嚣热闹中，周篁挨到板栗身边坐下，小声问道：王爷，之前你是怎么知道那个荷包是我送回去的？板栗瞅着他笑道：不是你是谁？那天人来人往的，难道你姐姐还能往我房里去？周篁一听有理，他姐姐虽然不拘小节，却不会这样鲁莽。20世纪70年代，一场大火把本来温馨的一家人拆散，警察蒋定邦认为妻儿已葬身火海，于是伤心前往英国。二十年后，回到香港的定邦在许多场合认识了香港上流社会的大亨齐乔正。但定邦觉得此人并非善类。一次杀人事件，被告人乔正的儿子齐浩南被告上了法庭。而这时，定邦才突然发现乔正的妻子正是自己以为已死去的前妻，而浩南就是自己的儿子！浩南视乔正为偶像，明知此事是乔正所为还是替他入狱。而另一方面，和乔正颇有渊源的石常春的女儿——石伊明从英国归来，数次邂逅了浩南。亲情与爱情、正义与邪恶在浩南的心中交织徘徊，二代人的恩怨情仇能否在浩南这代化解呢？故事讲述二百年后的未来，人类殖民太阳系。由于重力的影响，太阳系的人类逐渐分成了地球人、火星人和以小行星带为主的谷神星人，彼此之间的关系由于资源的争夺而变得紧张。警探Josephus Miller（托马斯·简 饰演）连同船长Jim Holden（史蒂文·斯崔特 饰演）与他的船员一起揭发了一个威胁秩序和平及人类生存的阴谋。这是一个关于一个叫Kenny Stanford的年轻人的故事，他曾梦想成为音乐界的成功艺术家，但这些梦想被打断了。