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屏器。

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、我们的语类器，以及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."

“关于该类器的实际工作原理，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.

这个决策过称为类，执行此决策的算法称为类器。

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类器的类。

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

我们看到类器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，类器说，“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.

，惊奇吧，好好地看吧，因为对于这么能干的一个类者，这里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，一个真正有用的类器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.

根据类器的猜测，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.

为了训练我们的机器学习类器做出好的预测，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.

所以，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，即树类器。 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.

现有的类器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" .

在世界上有两种类派系，一种被我们称为统合派，一种被我们称为割派。

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， 以防止我们通过类器和过滤器等方法发现的危害。

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，显示类器在哪里判断正确和错误，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！