Skip to content

Commit

Permalink
summary update (DataTalksClub#242)
Browse files Browse the repository at this point in the history
Rows of the matrix X sometimes are called "objects".
And an orthographic mistake in a word "price" is corrected.
  • Loading branch information
ElenaNKn authored Sep 8, 2022
1 parent 3e550e5 commit 98c853d
Showing 1 changed file with 2 additions and 2 deletions.
4 changes: 2 additions & 2 deletions course-zoomcamp/01-intro/03-supervised-ml.md
Original file line number Diff line number Diff line change
Expand Up @@ -11,7 +11,7 @@ In Supervised Machine Learning (SML) there are always labels associated with cer
The model is trained, and then it can make predictions on new features. In this way, the model
is taught by certain features and targets.

* **Feature matrix (X):** made of observations (rows) and features (columns).
* **Feature matrix (X):** made of observations or objects (rows) and features (columns).
* **Target variable (y):** a vector with the target information we want to predict. For each row of X there's a value in y.


Expand All @@ -21,7 +21,7 @@ The obtention of the g function is what it is called **training**.

### Types of SML problems

* **Regression:** the output is a number (car's prize)
* **Regression:** the output is a number (car's price)
* **Classification:** the output is a category (spam example).
* **Binary:** there are two categories.
* **Multiclass problems:** there are more than two categories.
Expand Down

0 comments on commit 98c853d

Please sign in to comment.