And I realized it's not just made of models and classifiers for the neural network.

我意识到它不仅是神经网络的模型和分屏。

Through our editorial team, through our semantic classifiers, through what the community tells us they do or they don't want.

通过我们的编辑团队、我们的语义分类，通过网络社区告诉我们他们想要什么或不想要什么。

He said, " There's really not much we could say at this point about how the classifier actually works."

“关于该分类的实际工作理，我们真的不能说太多。”

This decision process is called classification, and an algorithm that does it is called a classifier.

这个决策过称为分类，执行此决策的算法称为分类。

And in this module we have a class called decision tree classifier.

在这个模块中，我们有一个名为决策树分类的类。

We see that the classifier comes back with a pretty similar prediction.

我们看到分类返回了一个非常相似的预测。

Now, the classifier says, " Is this cancer or is this not cancer? "

现在，分类说，“这是癌症还是不是癌症？”

Indulge your astonishment, my friend, and have a look, because there's plenty of work here for a classifier of your talents.

朋友，你惊奇吧，你好好地看吧，因为对于你这么能干的一个分类者，这实在有不少的工作可做哩。

Plus, a truly useful classifier would contend with many different moth species.

另外，一个真正有用的分类会与许多不同的蛾类竞争。

Based on the classifier's guesses the drawing system then tweaks the image and feeds it through again.

根据分类的猜测，绘图系统然后调整图像并再次输入。

In order to train our machine learning classifier to make good predictions, we’re going to need training data.

为了训练我们的机学习分类做出好的预测，我们需要训练数据。

So, at the end, let's create an object called models nd set it to anew instance of decision, tree classifier. Like this.

所，最后，让我们创建一个名为模型的对象， 并将其设置为一个新的决策实例，即树分类。 像这样。

Existing classifiers, trained for things like facial recognition or self-driving cars, are used to spotting objects that loom large in their field of vision.

现有的分类受过面部识别或自动驾驶汽车等方面的训练，可用于发现在他们的视野中逼近的物体。

Ok. There are two major types of classifiers in the world: people we call " lumpers" and people we call " splitters" .

在世界上有两种分类派系，一种被我们称为统合派，一种被我们称为分割派。

We develop proactive policies and adapt those to the unique considerations of multimodal capabilities; we then do rigorous testing against those policies to prevent the harms that we've identified with approaches like classifiers and filters.

我们制定积极主动的政策， 根据多式联运能力的独特考虑调整这些政策；然后，我们对这些策略进行严格的测试， 防止我们通过分类和过滤等方法发现的危害。

A table, like this, showing where a classifier gets things right and wrong is called a confusion matrix... which probably should have also been the title of the last two movies in the Matrix Trilogy!

像这样的表格，显示分类在哪判断正确和错误，称为混淆矩阵… … 这可能也应该是 Matrix 三部曲中最后两部电影的标题！