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https://github.com/dirkster99/ml
Sample projects for Classifications (Binary and Multi) using ML.Net
https://github.com/dirkster99/ml
algorithm dotnet machine-learning ml
Last synced: about 1 month ago
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Sample projects for Classifications (Binary and Multi) using ML.Net
- Host: GitHub
- URL: https://github.com/dirkster99/ml
- Owner: Dirkster99
- Created: 2018-06-12T17:02:20.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2019-01-04T17:40:31.000Z (about 6 years ago)
- Last Synced: 2024-10-19T21:45:26.476Z (3 months ago)
- Topics: algorithm, dotnet, machine-learning, ml
- Language: C#
- Homepage:
- Size: 4.93 MB
- Stars: 4
- Watchers: 2
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
[](https://ci.appveyor.com/project/Dirkster99/ml)
# ML
Sample Project for Binary Classification using ML.Net
This project contains "Hello World" machine learning .Net sample projects from these sites:
- https://docs.microsoft.com/en-us/dotnet/machine-learning/tutorials/sentiment-analysis
- https://www.codeproject.com/Articles/1230737/Youve-Got-Spam
and other resources. The projects sample several categories of machine learning tasks with sample
data and working code. More on ML.Net can be found on [CodeProject](https://www.codeproject.com/Articles/1249611/Machine-Learning-with-ML-Net-and-Csharp-VB-Net).
## Binary Classification
[Introduction](https://docs.microsoft.com/en-us/dotnet/machine-learning/resources/tasks#binary-classification)
1) Sentiment detection (Psoitive or Negative) through classification of text and
2) Spam detection (Spam or No Spam) through classification of text.
## Classification with Multible Classes
[Introduction](https://docs.microsoft.com/en-us/dotnet/machine-learning/resources/tasks#multiclass-classification)
3) Using an input vector of 2 elements [integer and string](https://github.com/Dirkster99/ML/blob/master/source/MultibleClasses/Program.cs)
4) Using an input vector with more than 2 elements [integer and string and multiple integers](https://github.com/Dirkster99/ML/blob/master/source/IrisDataset/Program.cs)