supervised learning unsupervised learning
And that's called supervised learning . Supervised learning problems can be of two types.Classification and regression are the examples of supervised learning . As with supervised learning , there exists two models. And indeed, autoencoders are not a form of supervised learning ;
We note that almost everyone uses supervised learning algorithms. We have already created tremendous value from supervised learning . In supervised learning , the"answer" or"result" portion of an example. Even in the new Audi A8, supervised learning is used for object recognition. Supervised learning is intended to find patterns in data that can be applied to an analytics process.In supervised learning , you are letting the computer work out that relationship for you. 监督式学习 取决于人为生成的种子集合,教导软件如何定义数据。Supervised learning depends on a human-generated seed set that teaches the software how it should define data.在监督式学习 中,标签指样本的“答案”或“结果”部分。 In supervised learning , the"answer" or"result" portion of an example. 在监督式学习 中,你知道自己想在面积与月租金之间建立联系。 In supervised learning , you know that you're looking for a relationship between square footage and monthly rent. 在监督式学习 中,标签指样本的“答案”或“结果”部分。 In supervised learning , the"answer" or"result" portion of an example. 在半监督式和非监督式学习 中,在训练期间会使用无标签样本。 In semi-supervised and unsupervised learning , unlabeled examples are used during training. 然后,可以通过监督式学习 进一步提高它们在特定任务上的表现。 Their performance on specific tasks can then be further improved using supervised learning . 本书的覆盖面很广,从监督式学习 (预测)到非监督式学习 都有所涉猎。 The book s coverage is broad, from supervised learning (prediction) to unsupervised learning . 大多数类型的机器学习项目归根结底通常是使用监督式学习 方式进行分类或回归。 Most types of Machine Learning projects result in a classification or regression typically using supervised learning approaches. That means we would not be able to use a supervised learning technique.
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