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        1. ANOMALY_DETECTION
        2. BUDGET
        3. CLASSIFICATION
            1. Commands
            2. ALTER CLASSIFICATION
              • CREATE CLASSIFICATION
                • DROP CLASSIFICATION
                  • SHOW CLASSIFICATION
                    • Methods
                    • PREDICT
                      • SHOW_CONFUSION_MATRIX
                        • SHOW_EVALUATION_METRICS
                          • SHOW_FEATURE_IMPORTANCE
                            • SHOW_GLOBAL_EVALUATION_METRICS
                              • SHOW_THRESHOLD_METRICS
                                • SHOW_TRAINING_LOGS
                              • CLASSIFICATION_PROFILE
                              • CUSTOM_CLASSIFIER
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                          • Scripting reference
                          • General reference
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                            ReferenceClass referenceCLASSIFICATION

                            CLASSIFICATION (SNOWFLAKE.ML)¶

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                            Available to all accounts.

                            Classification commands enable you to manage classification models in your account. Classification uses machine learning algorithms to sort data into different classes using patterns detected in training data.

                            Classification commands¶

                            • ALTER SNOWFLAKE.ML.CLASSIFICATION

                            • CREATE SNOWFLAKE.ML.CLASSIFICATION

                            • DROP SNOWFLAKE.ML.CLASSIFICATION

                            • SHOW SNOWFLAKE.ML.CLASSIFICATION

                            Classification methods¶

                            • model_name!PREDICT

                            • <model_name>!SHOW_CONFUSION_MATRIX

                            • <model_name>!SHOW_EVALUATION_METRICS

                            • <model_name>!SHOW_FEATURE_IMPORTANCE

                            • <model_name>!SHOW_GLOBAL_EVALUATION_METRICS

                            • <model_name>!SHOW_THRESHOLD_METRICS

                            • <model_name>!SHOW_TRAINING_LOGS

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                            1. Classification commands
                            2. Classification methods
                            1. Classification (Snowflake ML Functions)
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