| --- |
| title: "Gradient Boosting" |
| description: "Sklearn Gradient Boosting Operator" |
| category: "Sklearn" |
| operator_type: "SklearnGradientBoosting" |
| tags: [machine-learning, sklearn] |
| --- |
| |
| [Home](../../../) > [Machine Learning](../../) > [Sklearn](../) |
| |
| ### Input Properties |
| |
| | Property | Requirement | Type | Default | Description | |
| |----------|-------------|------|---------|-------------| |
| | Target Attribute | ✓ | String | - | Attribute in your dataset corresponding to target | |
| | Count Vectorizer | | Boolean | false | Convert a collection of text documents to a<br>matrix of token counts | |
| | ↳ Text Attribute | | String | - | Attribute in your dataset with text to vectorize | |
| | ↳ Tfidf Transformer | | Boolean | false | Transform a count matrix to a normalized tf or<br>tf-idf representation | |
| |
| ### Output Ports |
| |
| | Port | Mode | |
| |------|------| |
| | 0 | [Set Snapshot](../../../output-modes/#set-snapshot) | |
