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Definitions (11)

1

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categorical data


Training data that assigns a text value to individual examples. Query results try to find the label (category) that the query term most closely resembles. For instance, the Hello World example tries t [..]
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classification


Another name for using the categorical data system.
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continuous data


Another term for regression data.
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example


A single entry in the training data. For example, in spam detection training data, each email is a single example.
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example value


The value assigned to a single example in the training data. This is the first column in the training data, and is numeric for regression models and text for categorical models.
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feature


An individual data value within a training (or query) entry. For example, if a training entry for user height consists of person's height, person's gender, mother's height, father' [..]
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hosted model


A pre-trained model in our gallery. Hosted models are useful when you don't have the time, data, or resources to develop your own model for a specific use.
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streaming training


Sending additional training examples to an already trained model.
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[trained] model


When you train the Prediction API against a data set, it creates a model based on that specific training data. All queries for the Prediction API are sent to a model trained against a specific trainin [..]
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regression data


Training data that assigns numeric values to individual examples. Regression models enable the API to predict numeric values based on examples. For example, to return a predicted temperature, based on [..]
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