Skip to content

Release v1.6.0
Compare
Choose a tag to compare
@mgqa34 mgqa34 released this 31 Mar 12:58
· 431 commits to master since this release
v1.6.0
12b2fe5
This commit was created on GitHub.com and signed with GitHub’s verified signature. The key has expired.
GPG key ID: 4AEE18F83AFDEB23
Expired
Learn about vigilant mode.

Major Features and Improvements

  • SBT Transformer: new module, encode features using Hetero SBT model
  • Sample Weight: new module, set sample weights based on label or from feature column
  • Homo Feature Binning: new module, performs homogeneous federated binning, bin number and bin interval available on Board
  • Data Transformer: new module, same functionality as DataIO with added features such as case-insensitive
  • Reader: supports image format input
  • Hetero Feature Binning: filter results display by WOE
  • Hetero Pearson: support VIF computation
  • Feature Selection: support selection based on VIF
  • SecureBoost: display gain & split simultaneously; Performance Score diagram for binary classification
  • Cross Validation: display & download fold split history and fold prediction results
  • Evaluation: metrics & visualization for each one_vs_rest child model
  • Export job DSL & Conf files on Board
  • Search for jobs using party_id
  • Improved component model/data download
  • Improved performance score display over large number of iterations or cv folds
Assets 2
Loading