Write exercises overview
What? Shot summary and introduction to the exercises.
Table with all exercises
algorithm | dataset | usage |
---|---|---|
Support Vector Machine | mnist-Digits | classify handwritten digits |
Support Vector Regression | position-salaries | how much do other positions earn |
Naive Bayes | 20newsgroups | classify content class of emails |
Convolutional Neural Network | mnist-Digits | classify handwritten digits |
Long-Short-Term Memory | SMS Spam Collection Dataset | Detection of SMS with spam content |
K-Nearest Neighbors | Titanic | prediction of passenger survival |
Recurrent Neural Network | jena climate | weather prediction |
Decision Tree | Social Network Ads | Prediction of buying behavior |
Random Forest | MNIST Fashion | classify picture |
Linear Regression | Paris-Housing | predict house price |
Multilayer Perceptron | Fashion-mnist | classify different clothes |
Deep Learning | emnist-letters | classify handwritten letters |
K-Means | auto-mpg | cluster mpg of cars based on technical data |
Edited by Ghost User