FAQs
A feature type defines the set of valid encodings (model-dependent transformations) that can be performed on a feature value. The standard feature types are categorical (ordinal or nominal), numerical (interval or ratio), and array types (lists or embeddings).
What is a feature type? ›
A feature type is a vector based spatial resource or data set that originates from a data store. In some cases, such as with a shapefile, a feature type has a one-to-one relationship with its data store.
What is a feature store in Hopsworks? ›
A feature store is a powerful centralized storage for machine learning features; it allows organizations to repeat, re-use, improve and govern their machine learning model and data within an open ecosystem that can be connected to multiple data sources for ingestion and data science tools for serving.
What is a feature document type? ›
A feature article is the main story in the magazine that focuses on a special event, place or person in great detail.
What is a feature type story? ›
A feature story is a piece of longform non-fiction content that covers a single topic in detail. Examples of feature stories include news features, in-depth profiles, human interest stories, science communication, data storytelling, and more.
What are examples for feature? ›
Examples of feature in a Sentence
His plan combines the best features of the earlier proposals. Her eyes are her best feature. Tonight's feature is a new romantic comedy. He starred in his first feature film a year ago.
What is feature type simple? ›
The feature type of the feature class. Simple —Polygons, polylines, and points representing objects or places that have area, such as water bodies; linear objects, such as rivers; and localized positions, such as houses or sample sites.
What are the 3 most important features of a feature store? ›
The key features needed by most teams include APIs for consistent reading/writing of point-in-time correct feature data, monitoring of features, feature discovery and reuse, and the versioning and tracking of feature data over time.
What is the difference between feature store and feature platform? ›
Common key-value stores include DynamoDB, Redis, Bigtable. In its moderately more complex form, a feature store also handles persisting feature values on disk so that they can be used for training, ensuring the train-predict consistency. Feature platforms handle both feature retrieval and feature computation.
What is a featured item? ›
Featured and popular products are the best-selling items for your product, product range, or company. However, a featured product could be a new product line or seasonal products instead.
- Explain the purpose of a feature or scenario. The opening statement of a feature file should talk about the purpose of that feature. ...
- Document complex business rules. ...
- Document important decisions about scope. ...
- Explain the structure of the examples. ...
- Avoid repeating the data. ...
- Predict questions about the examples and answer them.
What is feature format? ›
Feature stories do not use the traditional five-paragraph format, and the length may vary. However, they are longer than hard news stories, because the writer takes their time to make sure the story is complete. There are various types of feature stories such as news, profile, live-in, how-to, sports, and color piece.
What is a feature file? ›
A Feature File is a common file containing the feature description, scenarios, and steps for testing a feature. A Feature File functions as an entry point for writing tests and is used as a live document when performing testing.
What are feature types? ›
A feature type defines the set of valid encodings (model-dependent transformations) that can be performed on a feature value. The standard feature types are categorical (ordinal or nominal), numerical (interval or ratio), and array types (lists or embeddings).
What is the difference between a story and a feature? ›
Features and stories are taken from epics, but they represent substantially different things. Features are distinct elements of functionality that offer value to the business and user. Stories are small parts of a feature that allow teams to put context to their actions.
What are the 5 parts of a feature story? ›
- Step 1: Research and Planning. Remember, feature articles are still based on factual information. ...
- Step 2: Header/Title. Feature articles are known for their eye-catching headers! ...
- Step 3: Introduction. Like your title, your introduction also needs to 'hook' in the readers. ...
- Step 4: Body. ...
- Step 5: Conclusion.
What is a text feature example? ›
Examples of text features include title, headings and subheadings, graphics (such as charts, pictures, and map), captions table of contents, timeline, index, and glossary.
What is a feature class example? ›
Feature classes are hom*ogeneous collections of common features, each having the same spatial representation (such as points, lines, or polygons) and a common set of attributes (for example, a line feature class for representing road centerlines).
What is an example of a feature data? ›
Feature data could be diverse, ranging from numerical attributes like age and price to categorical variables such as hair color or genre preference. Feature data act as the inputs to algorithms, providing crucial information for training ML models.
What is considered a feature? ›
“The makeup or appearance of the face or its parts” and “a prominent part or characteristic”, e.g. Pine trees were a feature of the landscape. As a consumer I think we tend to define feature as add-ons to the basic product, e.g. my car has leather seats and a surround-sound music system.