New Features

Platform & Studio

• 'AutoML' is available for user. User can use this feature through wizard and through workbook.
• Overall stabilization of the platform

Rubisight

Introducing a new module Rubisight on the Rubiscape platform. Rubisight is a Data Visualization module and can be used as part of the Rubiscape Data Science platform. Rubisight enables you to create creative dashboards and charts to help you understand your data better. Rubisight helps you with the data story-telling process empowering you to derive meaningful insights.

• Following charts are added:
• Solid gauge Chart
• Combination Chart
• Map Chart
• Scatter plot
• Waterfall
• Card
• Sunburst
• Top/Down n rows filtering feature
• 'Save as' Dashboard Feature
• 'Publish Dashboard' Feature
• 'Drill Down on Charts' Feature
• 'Refresh Dashboard' Feature

Enhancements

Studio and Rubisight

• Algorithm Improvements:
• Rubitext Classification Algorithms
• Apriori Algorithm
• Centroid based clustering
• Rubitext preprocessing
• Pearson correlation analysis
• Enhancement in some algorithms of Rubicast module. More advanced parameters are added for some algorithms. Charts are added in result section to make results more intuitive. Enhancements are done in Rubitext classification algorithms also.
• Enhancement in caching mechanism
• Bug fixes for Filtering mechanism at global level and widget level.
• Major performance fixes