Attribute Selection Service

In statistics and machine learning, attribute selection is the process of proposing relevant feature subsets (variables, predictors) for model construction. Feature selection techniques are widely used for three reasons: simplifying the model to make it easier for users/researchers to explain, shorter training time, and enhancing generalization ability by reducing overfitting. The central premise of using attribute selection technology is that the data contains many irrelevant or redundant features, so it can be deleted without causing too much information loss. Irrelevant or redundant features are two different concepts, because one related feature may be redundant, while another related feature is largely related to it. Now, CD ComputaBio offers attribute selection service to meet the specific needs of different customers.

Overall solutions

The choice of evaluation metric heavily influences the algorithm, and it is these evaluation metrics that distinguish between the three main sections of feature selection algorithms:

  • CD ComputaBio uses the packaging method predictive model to score a subset of features. Each new subset is used to train the model and tested on the reserved set.
  • CD ComputaBio uses filtering method proxy metric instead of error rate to score feature subsets.
  • CD ComputaBio uses embedded methods for attribute selection, which is a set of all-encompassing technologies that use feature selection as part of the model building process.

Why choose us?

  • CD ComputaBio has extensive knowledge and experience in attribute selection service. We have collaborated with many biotech companies and many scientists in research institutes. We have rich experience in this area to meet your scientific research needs.
  • CD ComputaBio will complete your project on time and efficiently and meet your requirements.
  • CD ComputaBio has established a professional after-sales service team to provide customers with efficient, fast, practical and feasible solutions.

Our services

Project name Attribute selection service
Our services CD ComputaBio offers attribute selection service to meet the specific needs of different customers.
Timeline Decide according to your needs.
Deliverable We provide you with raw data and analysis service.
Price Inquiry

CD ComputaBio provides professional attribute selection services to meet the specific needs of regular customers on time and according to budget. Our attribute selection service can be used in fields such as SNPs study, microarray, spectral mass and disease research. CD ComputaBio relies on world-class technical expertise, we provide customers with the best quality one-stop attribute selection service, including the development of experimental procedures according to different experimental needs. Please feel free to contact us for more detailed information, our scientists will tailor the most reasonable plan for your project. If you want to know more service prices or technical details, please feel free to contact us.

* It should be noted that our service is only used for research, not for clinical use.

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