Skip to content

machine learning integration  #40

@FAMILIAR-project

Description

@FAMILIAR-project

Researchers of DiverSE have trained machine learning models to predict size or build status.
We should integrate them as part of the website.

There are several things to develop:

  • a predictor of size in which the user simply has to drop a .config
  • for each configuration of the database, add a new "size predictor" information that would call the predictor (we can also report the prediction errors by comparing the prediction with the actual size)
  • for each kernel version, report so-called "feature ranking list" using the machine learning models
  • for each kernel version, report so-called decision trees and feature importances about build status

Metadata

Metadata

Assignees

Labels

No labels
No labels

Type

No type

Projects

No projects

Milestone

No milestone

Relationships

None yet

Development

No branches or pull requests

Issue actions