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About BaseModel
About BaseModel
Python App
Python App
- Getting Started
  Getting Started
- Foundation Model
  Foundation Model
  - Basic Configuration
  - Managing Data
    
    Managing Data
    
    Connect Sources
    
    Select & Organize
    
    Enrich & Transform
  - Tuning & Scaling
    
    Tuning & Scaling
    
    Model Tuning
    
    Scaling & Memory
  - Training
    
    Training
    
    Run Training
    
    Troubleshooting
- Scenarios
  Scenarios
  - Tasks & Targets
    
    Tasks & Targets
    
    Target Function
    
    Target Examples
    
    Validate & Debug
  - Training Script
    
    Training Script
    
    Binary Classifier
    
    Multi-Class Classifier
    
    Multilabel Classifier
    
    Regression
    
    Recommendation
  - Evaluation
  - Inference
  - Interpretation
    
    Interpretation
    
    Single Entity
    
    Treemaps
    
    SHAP Report
- Advanced Topics
  Advanced Topics
  - Training & Model Quality
    
    Training & Model Quality
    
    Custom Metrics
    
    Custom Loss & Callbacks
    
    Loading Overrides
    
    Distributed Training
  - Operations & Deployment
    
    Operations & Deployment
    
    Built-in Logging
    
    Monitoring with MLflow
    
    Snowpark Container Services
GUI App
GUI App
- Quick Start
  Quick Start
  - Installation
    
    Installation
    
    Snowflake App
  - Train Foundation Model
  - Build Scenario
  - Generate Predictions
- Foundation Model
  Foundation Model
- Downstream Models
  Downstream Models
  - Scenarios View
  - Configuration
- Inferences
  Inferences
  - Inferences View
  - Configuration
- General
  General
Recipes
Recipes
- Basic Recipes
  Basic Recipes
  - Binary Classification
    
    Binary Classification
    
    Customer Churn Prediction
    
    Mortgage Refinancing
    
    High-Spending Shoppers
  - Multilabel Classification
    
    Multilabel Classification
    
    Loan Application Propensity
    
    Extra Services Propensity
    
    Category Purchase Propensity
  - Multiclass Classification
    
    Multiclass Classification
    
    Favorite Brand
    
    Favorite Color
  - Regression
    
    Regression
    
    Credit Card Spend
    
    Purchase Value, Quantity, or Visits
  - Recommendation
    
    Recommendation
    
    Next Product Basket
    
    Product Acquisition
- Advanced Recipes
  Advanced Recipes
  - Binary Classification
    
    Binary Classification
    
    User Silence Detection
    
    IoT Sensor Offline
    
    Mobile Payment Adoption
    
    Biometric Login
    
    Product Returns
    
    Extended Warranty
    
    Positive Reviews
    
    App Channel Shift
    
    Weekday Purchase
    
    Installment Defaults
    
    In-Game Purchase
    
    Subscription Churn
    
    Course Completion
  - Multiclass Classification
    
    Multiclass Classification
    
    Weekend Card Channel
    
    Spending Tier
  - Multilabel Classification
    
    Multilabel Classification
    
    Evening Brand Purchases
    
    Weekly Category Purchases
    
    Ticket Escalation Channels
  - Regression
    
    Regression
    
    Days Until Complaint
    
    Buy Online Return In-Store
    
    New Category Purchase Time
    
    Peak Daily Data Usage
    
    Days with Long Calls
    
    Training Duration
    
    New Lesson Duration
  - Recommendation
    
    Recommendation
    
    Top Repurchase
    
    Never at Full Price
    
    Active Categories
- Recipes by Industry
  Recipes by Industry
  - Retail & E-commerce
    
    Retail & E-commerce
    
    Customer Churn Prediction
    
    High-Spending Shoppers
    
    Favorite Brand
    
    Favorite Color
    
    Category Purchase Propensity
    
    Purchase Value, Quantity, or Visits
    
    Next Product Basket
    
    Product Acquisition
  - Banking & Finance
    
    Banking & Finance
    
    Mortgage Refinancing
    
    Credit Card Spend
    
    Loan Application Propensity
  - Telecom & IoT
    
    Telecom & IoT
    
    Peak Daily Data Usage
    
    Days with Long Calls
    
    IoT Sensor Offline
  - Lifestyle & Entertainment
    
    Lifestyle & Entertainment
    
    Extra Services Propensity
    
    Subscription Churn
    
    Training Duration
    
    In-Game Purchase
  - Technology & Services
    
    Technology & Services
    
    Course Completion
    
    New Lesson Duration
    
    User Silence Detection
    
    Ticket Escalation Channels
    
    Days Until Complaint
API Reference
API Reference
- Foundation Model
  Foundation Model
- Scenario Model
  Scenario Model
Change Log
Change Log

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Build predictive models from behavioral data

BaseModel
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with GUI

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