CatBoost
Installation
Overview
Python package installation
CatBoost for Apache Spark installation
R package installation
Command-line version binary
Build from source
Key Features
Training parameters
Python package
CatBoost for Apache Spark
R package
Command-line version
Applying models
Objectives and metrics
Model analysis
Data format description
Input data
Output data
Overview
Model values
Feature analysis
Overview
Feature importance
Feature interaction strength
ShapValues
Features selection result
Frequency Based Dictionary
BPE Dictionary
Objects strength
Metrics and time information
Profiler information
Metric
Time information
stdout
Custom quantization borders and missing value modes
ROC curve points
Parameter tuning
Speeding up the training
Data visualization
Algorithm details
FAQ
Educational materials
Development and contributions
Contacts
Data format description
Output data
Feature analysis
Overview
Feature analysis
The form at depends on the feature importance type:
Feature importance
Feature interaction strength
ShapValues
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