DATASET CLASSIFIER EXCEL¶
Classifies rows in a dataset using a rule-based scheme defined in an Excel classifications file. Use this worker when you need to label or categorize dataset records according to externally maintained Excel-driven rules.
When to use¶
Classification: process.
Tagged: classification, classifier, dataset, excel, labeling, rule_based.
Inputs¶
| Label | ID | Type | Default | Required | Description |
|---|---|---|---|---|---|
| Dataset | dataset_1 | dataset | — | Input dataset whose rows are to be classified; each row will be evaluated against the rules defined in the classifications file. | |
| Classifications | classifications | textarea | — | Excel file (.xlsx/.xls) containing the rule-based classification definitions; each rule maps column conditions to a target class label. |
Outputs¶
| Label | ID | Type | Description |
|---|---|---|---|
| dataset_drop_columns_output_1 | dataset_drop_columns_output_1 | dataset | Output dataset matching the structure of the input with an appended classification label column reflecting the rule-based assignments. |
Disciplines¶
- ai_ml.supervised.classification
- data.dataset.transform
- data.io.excel
Runnable example¶
A runnable example is registered for this worker. Open the example workflow on the d3VIEW canvas: /api/workflow/example?id=dataset_classifier_excel
Auto-generated from transformation schema. Worker id: dataset_classifier_excel. Schema hash: 7834b8794c9e. Hand-curated docs in workerexamples/ override this page when present.