ML.NET component for FastTree
Get Started
$ dotnet add package Microsoft.ML.FastTreeReadme
About
ML.NET is a cross-platform open-source machine learning framework which makes machine learning accessible to .NET developers.
For more information, see the ML.NET documentation.
This package adds the ability to use decision tree trainers and featurizers in ML.NET.
Key Features
- Classification/Categorization - Automatically divide customer feedback into positive and negative categories
- Regression/Predict continuous values - Predict the price of houses based on size and location
- Recommendations - Suggest products that online shoppers may want to buy, based on their previous purchases
How to Use
See Machine Learning Samples for an assortment of samples that show how to get started using ML.NET.
Main Types
Some of the types provided by this library are:
Microsoft.ML.Trainers.FastForestBinaryTrainerMicrosoft.ML.Trainers.FastForestRegressionTrainerMicrosoft.ML.Trainers.FastTreeBinaryTrainerMicrosoft.ML.Trainers.FastTreeRankingTrainerMicrosoft.ML.Trainers.FastTreeRegressionTrainer
Additional Documentation
Related Packages
- Main Package: Microsoft.ML
- Core data abstraction: Microsoft.ML.DataView
- LightGBM Model Support: Microsoft.ML.LightGbm
- Image analytics: Microsoft.ML.ImageAnalytics