memory125/machine-learning-dotnet

This is for machine learning sample via ML.Net

Machine Learning Dotnet

• This repository is focus on machine learning sample via ML.net.
• This repository includes the following samples.
  • Sentiment Anaysis
  • Issue Classification
  • Price Prediction
  • Iris Flower Clustering
  • Moive Recommendation
  • Probabilistic Sample

Sentiment Analysis

• This sample includes the following operations.
  • Prepare the data
  • Load the data
  • Extract features
  • Train the model
  • Evaluate the model
  • Predict via the model
  • Save the model as .zip file

Issue Classification

• This sample includes the following operations.
  • Prepare the data
  • Load the data
  • Extract features
  • Train the model
  • Evaluate the model
  • Predict via the model
  • Save the model as .zip file

Price Prediction

• This sample includes the following operations.
  • Prepare the data
  • Load the data
  • Extract features
  • Train the model
  • Save the model as .zip file
  • Evaluate the model
  • Predict via the model

Iris Flower Clustering

• This sample includes the following operations.
  • Select the appropriate machine learning - unsupervized machine learning
  • Prepare the data
  • Load the data
  • Extract features
  • Train the model
  • Save the model as .zip file
  • Evaluate the model
  • Predict via the model

Moive Recommendation

• This sample includes the following operations.
  • Prepare the data
  • Load the data
  • Extract features
  • Train the model
  • Save the model as .zip file
  • Evaluate the model
  • Predict via the model
  • Improve the model

Probabilistic Sample

• This sample is for statistical models implemented by Infer.Net.