Welcome to ABM documentation!

Table Of Contents:

• Introduction to ABM
  • What is Automatic Business Modeler?
  • ABM’s main features
  • How does it work?
  • Working with ABM
  • Homepage overview
• Repository
  • Introduction to working with data in ABM
  • Uploading files
  • Importing files
    • Step 1: Choosing a file for import
    • Step 2: Entering file settings
    • Step 3: Naming the table with source data
    • Step 4: Summary
• Classification - adding, running and deleting projects
  • Adding a new project
    • Step 1: Naming a new project and selecting a problem category
    • Step 2: Selecting a source dataset
    • Step 3: Entering variables settings
    • Step 4: Building model process settings
    • Step 5: Summary
  • Running a project
  • Changing project settings
  • Deleting a project
• Approximation - adding, running and deleting projects
  • Adding a new project
    • Step 1: Naming a new project and selecting a problem category
    • Step 2: Selecting a source dataset
    • Step 3: Entering variables settings
    • Step 4: Building model process settings
    • Step 5: Summary
  • Running a project
  • Changing project settings
  • Deleting a project
• Models and variables statistics
  • Report #1: Data source
  • Report #2: Data split
  • Report #3: Data sampling
  • Report #4: Exploratory data analysis
    • Descriptive statistics for training sample
    • Descriptive statistics for validation sample
  • Report #5: Variables selection
    • Statistics for training sample
    • Statistics for validation sample
    • Other statistics (feature selection statistics)
  • Report #6: Model statistics for classification
    • Variables information
    • Model statistics
    • Models comparison
    • Graphs
  • Report #6: Model statistics for approximation
    • Variables information
    • Model statistics
    • Models comparison
  • Report #7: Test statistics for classification projects
    • Model statistics
    • Graphs
  • Report #7: Test statistics for approximation projects
• Model deployment
  • Scoring a new data
  • Step 1: Selecting file for scoring
  • Step 2: Entering file settings
  • Step 3: Selecting threshold (classification projects)
  • Step 4: Selecting identity variable
  • Step 5: Running data scoring process
  • Step 6: Downloading scoring results
  • Generating scoring code
• ABM API
  • Integration with ABM via REST API