Release v1.8.0

Major Features and Improvements

Major Features

• Support GBDTMO mode for Secureboost
• Add SSHE Linr component
• Add Writer component
• Delete data-output port for data-statistic compoent

Major Improvements

• Fix display bug and optimize transport protocal support

Release v1.7.2.2

Major Features and Improvements

• Detail finalization and Configuration calibration

Release v1.7.2.1

Major Features and Improvements

Major Features

• Update shelljs from 0.8.3 to 0.8.5
• Update spring-core from 5.2.9Release to 5.3.14

Release v1.7.2

Major Features and Improvements

• Confusion matrix data display upgrade
• Component port bug fixed
• No data prompt upgrade

Release 1.7.1

Major Features and Improvements

• Disable password storage to avoid security problem
• Update DOM structure for login-form

Release v1.7.0

Major Features and Improvements

• Add new components
• Components display optimization
• Hetero binning supports multi-category display
• Embodiment of warm start mechanism
• Interaction optimization

Release v1.6.1

Major Features and Improvements

Major Features

• Support HTTPS protocol
• Scientific notation display optimization
• Anonymous display optimization
• Fix routing issues

Release v1.5.3

Major Features and Improvements

Major Features

• Fix feature anonym inconsistency of HeteroBinning
• Login page memorizes default account(admin) and password(admin)

Release v1.5.2

Major Features and Improvements

Major Features

• Update for security
• Add default login account (Account:admin Password:admin)

Release v1.6.0

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