Add multiclass classification strategies

smartcorelib / smartcore

A comprehensive library for machine learning and numerical computing. The library provides a set of tools for linear algebra, numerical computing, optimization, and enables a generic, powerful yet still efficient approach to machine learning.

https://smartcorelib.org/

Apache License 2.0

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Add multiclass classification strategies #65

Open VolodymyrOrlov opened 3 years ago

VolodymyrOrlov commented 3 years ago

We should have at least these 2 meta-classifiers:

one-vs-the-rest / one-vs-all
one-vs-one

For more information on both strategies look at this page https://scikit-learn.org/stable/modules/multiclass.html#multiclass-classification

Atheer2104 commented 1 year ago

Does SmartCore version 0.3.1 support multi class classification or not ?

Mec-iS commented 1 year ago

not yet, but if you want to help implement it you are welcome to try. Please see CONTRIBUTING.md and the work we are doing in #257