To answer the question "What is Customer No. 5 most likely to buy?" based on the Nearest Neighbor algorithm we ran through above, the answer would be a book.
如果使用最近邻算法回答我们上面遇到的“第5个顾客最有可能购买什么产品”这一问题,答案将是一本书。
This gives you a much larger training set for each trial, meaning that your algorithm will have enough data to learn from, but it also gives a fairly large number of tests (20 instead of 5 or 10).
对每次尝试来说,训练集都非常大,这意味着你的算法有足够的数据进行学习,而且这样一来也提供了足够多的测试次数(20次,而不是5次或10次)。
You could always take a step where the algorithm is 95 percent accurate and you let individuals handle the last 5 percent.
你可以在算法中百分之95是准确的情况下,让个人处理的最后5个百分比。
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