Категории

Air Quality Index(AQI) Prediction using random forest classifier

Опубликовано: 22 Март 2026
на канале: Tulsee Bisen
15,345
224

Here I have 1st calculated the AQI values based upon the values of different pollutants present in air using AQI calculation formula and then done prediction of the air quality for any value of AQI.

(If you are predicting the Air Quality Values using your model It will be a regression problem)
𝐎𝐛𝐣𝐞𝐜𝐭𝐢𝐯𝐞
1)To identify the Most polluted City based on AQI value
2)Create a Model to Predict the quality of air(Classification to various category like Good,moderate etc)

Reference:
https://app.cpcbccr.com/ccr_docs/How_...
Calculation of AQI - CPCBhttps://app.cpcbccr.com › AQI -Calculator

GitHub: https://lnkd.in/gBkDkJH

play_arrow
485
33

‹Sway› INTRO FOR Silva #11

‹Sway› INTRO FOR Silva #11
play_arrow
57
3

Success story: ISOC in a State Transport Leasing Company

Success story: ISOC in a State Transport Leasing Company
play_arrow
2,978
55

Ege'de Peş Peşe Depremler! / A Haber | A Haber

Ege'de Peş Peşe Depremler! / A Haber | A Haber
play_arrow
36
2

Tales Of The Walking Dead - Saison 1 - ep 1 - REACTION

Tales Of The Walking Dead - Saison 1 - ep 1 - REACTION
play_arrow
5,439
9

How to Configure PoE using CLI - COMMANDO Soldier 2000 / 3000 Series L2+ / L3 Managed Switches

How to Configure PoE using CLI - COMMANDO Soldier 2000 / 3000 Series L2+ / L3 Managed Switches
play_arrow
1,118
4

Kid Guides in Spanish White Tiger at Houston Downtown Aquarium

Kid Guides in Spanish White Tiger at Houston Downtown Aquarium
play_arrow
252
4

Keywii Plays DROP System Breach (1)

Keywii Plays DROP System Breach (1)
play_arrow
262
5

Топ 10 Самых Красивых машин в Душанбе Таджикистан 2023 / Top 10 car in Dushanbe Tajikistan 2023

Топ 10 Самых Красивых машин в Душанбе Таджикистан 2023 / Top 10 car in Dushanbe Tajikistan 2023
Похожие видео
play_arrow
Get coordinates of the points on image by click| open-cv | python | computer vision | deep learning

Get coordinates of the points on image by click| open-cv | python | computer vision | deep learning
play_arrow
Feature scaling and it's Importance in Machine Learning

Feature scaling and it's Importance in Machine Learning
play_arrow
Activation function part-01

Activation function part-01
play_arrow
Activation function part-02

Activation function part-02
play_arrow
Gradient Descent And stochastic gradient descent optimizers part-01

Gradient Descent And stochastic gradient descent optimizers part-01
play_arrow
minibatch SGD , momentum SGD and Adagrad optimizers deep learning part-02

minibatch SGD , momentum SGD and Adagrad optimizers deep learning part-02
play_arrow
Adadelta, RMSprop and Adam Optimizers Deep learning part-03

Adadelta, RMSprop and Adam Optimizers Deep learning part-03
play_arrow
Loss Function types Machine Learning/Deep Learning part -02

Loss Function types Machine Learning/Deep Learning part -02
play_arrow
Loss Function Machine Learning/Deep Learning part -01

Loss Function Machine Learning/Deep Learning part -01
play_arrow
Introduction to YOLO deep learning part-02

Introduction to YOLO deep learning part-02
play_arrow
Introduction to YOLO deep learning part-01

Introduction to YOLO deep learning part-01
play_arrow
face emotion detection using CNN and OpenCV(Deep Learning)

face emotion detection using CNN and OpenCV(Deep Learning)
play_arrow
image caption generator

image caption generator
play_arrow
image background removal

image background removal
play_arrow
cost function

cost function
play_arrow
human activity recogition

human activity recogition
play_arrow
MNIST using KNN,SVM and Logistic regression

MNIST using KNN,SVM and Logistic regression
play_arrow
Comcast telecommunication Complaints Project EDA

Comcast telecommunication Complaints Project EDA
play_arrow
Air Quality Index(AQI) Prediction using random forest classifier

Air Quality Index(AQI) Prediction using random forest classifier