Published On Apr 9, 2022
The classification algorithm used in this video are Decision Tree, Gaussian Naive Bayes, Artifiicial Neural Network (keras).
In this video, I'm using google colab research so I don't have to install python library for creating dataframe, data preprocessing, train and test data splitting, creating the decision tree, gaussian naive bayes and artificial neural network(ann)
Code : https://github.com/jupitrisand/machin...
#machinelearning #python # pythonprojects
Chapters
0:00 Importing Modules/Library
3:38 Data Loading
4:15 Data Preprocessing
7:40 Splitting X and Y From Dataset
8:37 Data Splitting For Training and Testing
9:25 Scaling/Normalizing Training and Testing Data
10:29 Grid Search For Decision Tree Parameters
14:47 Decision Tree Classifier
19:48 Gaussian Naive Bayes
21:48 Artificial Neural Network