Collaborative Filter Predictor
Outputs predicted ratings for products using the Collaborative Filtering model created by the trainer. Uses both the model trained by the Collaborative Filter Trainer and a data set.
Input
Output from a Collaborative Filter Trainer operator and a tabular data set with a column of user IDs and product IDs.
Configuration
Parameter | Description |
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Notes | Any notes or helpful information about this operator's parameter settings. When you enter content in the Notes field, a yellow asterisk is displayed on the operator. |
Users Column | Column in the data set that contains user IDs. |
Products Column | Column in the data set that contains product IDs. |
Output Directory | The location to store the output files. |
Output Name | The name to contain the results. |
Overwrite Output | Specifies whether to delete existing data at that path. |
Storage Format | Select the format in which to store the results. The storage format is determined by your type of operator.
Typical formats are Avro, CSV, TSV, or Parquet. |
Compression | Select the type of compression for the output.
Available Avro compression options. |
Advanced Spark Settings Automatic Optimization |
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