📋 A category 🗂️ Sorting into groups 🔐 Official secrecy 🤖 AI sorting task

classification

3 3.6

The task of putting items into one of several categories using a trained computer model

noun
/ˌklæsɪfɪˈkeɪʃən/

Specialized

: clasificación

The new software improved the accuracy of classification by using advanced algorithms.
classification accuracy
classification model
classification method

And that's a big problem when you do search searches for facial points like this in a classical binary classification search.

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Examples

As more data become available, the existing classifier model can be refined to increase the classification accuracy.

Academic text (2017)
Use of the integration scales alone yielded a correct classification of 61.1 percent of all cases.

Academic text (1990)
Using this method of scoring and classification, 8.7% of all subjects were classified as impaired.

Academic text (1992)
The interrater reliability on the classification of original statements into the outlined criteria was 92%.

Academic text (1995)
Several classification schemes, including sentiment and subject classification, have been developed for classifying (and categorizing) web pages.

Academic text (2017)
In our project, we focus on the classification of data into meaningful categories to improve analysis.
The classification process helps determine which type of model is best suited for our data.

Synonyms

categorization

vsclassification

Specialized

8 4.4

Putting things, people, or ideas into groups because they are similar

is a machine learning process assigning inputs to predefined labels by a trained model

Compounds

classification system

3 3.9

A way of arranging things into groups by their similar features

cross-classification

Specialized

7.5

A way of grouping items by two or more features at the same time

decimal system of classification

Specialized

6.5

A way to arrange books and other library materials by subject using numbers with a decimal point

Dewey decimal classification

Specialized

6.2

A system libraries use to arrange nonfiction books by subject with numbers

hierarchical classification system

Specialized

6.7

A way to arrange things in levels from broad to specific

Surface Forms

classification singular

classifications plural

Morphology

classification = classify (transparent) = class + ify + ation

In machine learning the noun denotes the task/result of assigning items to classes; this is a direct extension of 'classify'.

Etymology

Classification keeps the root class ('a group') and means giving something a class or label. So in machine learning, classification is the task of putting each input into the right group or label.