Applying Random Forests and Decision Trees in R pt. 1
===== Likes: 22 👍: Dislikes: 0 👎: 100.0% : Updated on 01-21-2023 11:57:17 EST =====
How to apply Random Forests and Decisions Trees part 1!
Data:
https://www.kaggle.com/mlg-ulb/creditcardfraud?select=creditcard.csv
#####
If link does not work try: "Credit Card Fraud Detection" in kaggle and or Google Search. This dataset is very popular and very well known.
#####
Brush up on your Machine Learning Algorithms!
*****
* https://youtu.be/LSmjQNsCbFs
*****
Thanks for watching! Let me know what you think. Are there any issues? Please let me know in the comments below.
Please Like and Subscribe! :)
0:00 - Intro
0:17 - What are Random Forests?
2:20 - Getting Started
3:55 - Exploratory Data Analysis
8:03 - Cleaning and Sampling data
9:15 - SMOTE for heavily Imbalanced data
11:05 - Applying SMOTE
12:55 - Additional Steps for better outcome
14:58 - Decision Tree Overview
Видео Applying Random Forests and Decision Trees in R pt. 1 канала Spencer Pao
How to apply Random Forests and Decisions Trees part 1!
Data:
https://www.kaggle.com/mlg-ulb/creditcardfraud?select=creditcard.csv
#####
If link does not work try: "Credit Card Fraud Detection" in kaggle and or Google Search. This dataset is very popular and very well known.
#####
Brush up on your Machine Learning Algorithms!
*****
* https://youtu.be/LSmjQNsCbFs
*****
Thanks for watching! Let me know what you think. Are there any issues? Please let me know in the comments below.
Please Like and Subscribe! :)
0:00 - Intro
0:17 - What are Random Forests?
2:20 - Getting Started
3:55 - Exploratory Data Analysis
8:03 - Cleaning and Sampling data
9:15 - SMOTE for heavily Imbalanced data
11:05 - Applying SMOTE
12:55 - Additional Steps for better outcome
14:58 - Decision Tree Overview
Видео Applying Random Forests and Decision Trees in R pt. 1 канала Spencer Pao
Показать
Комментарии отсутствуют
Информация о видео
Другие видео канала
How to USE Named Entity Recognition (NER) Models | NLP | Text Categorization | SpaCyIntroduction to Selenium via Python!AI vs Chrome Dinosaur Game | Computer Vision | FPS | Data Engineering | Screenshots | Live CodingHOW TO: Multiple Linear Regression --Modeling-- Part 2Behavioral-Technical Data Science Interview | College Level QuestionsSaving and Loading Machine Learning Models (Transfer Learning!)Advance Your Visualizations in RDeep Q Networks | Q Learning | Reinforcement Learning | Epsilon-Greedy Policy | Python | AI GymPopular Methods to Cleaning Data in Python | PandasHow to Configure SeleniumML/AI Machine Learns to Paint! #shortsTeaching AI to beat the Dinosaur Game | Python | Computer Vision | Canny Edge DetectionNLP Text Cleaning and Preprocessing | Tokenization | Lemmatization | Sententizer | ParagraphizerApplied Lasso Regression in RUnderstanding and Applying BERT | Bidirectional Encoder Representations from Transformers | NLP | PyNLP Sentiment Analysis in PythonTransformers EXPLAINED! Neural Networks | | Encoder | Decoder | AttentionEnsemble Method: Bagging (Bootstrap aggregating)Automating the Display of Dislikes BACK on my ChannelBasics of Regex (Regular Expressions)