Make manual batch predictions - Amazon SageMaker

Make manual batch predictions

Choose one of the following procedures to make manual batch predictions based on your model type.

Make manual batch predictions with numeric, categorical, and time series forecasting models

To make manual batch predictions for numeric, categorical, and time series forecasting model types, do the following:

  1. In the left navigation pane of the Canvas application, choose My models.

  2. On the My models page, choose your model.

  3. After opening your model, choose the Predict tab.

  4. On the Run predictions page, choose Batch prediction.

  5. Choose Select dataset to pick a dataset for generating predictions.

  6. From the list of available datasets, select your dataset, and then choose Start Predictions to get your predictions.

After the prediction job finishes running, there is an output dataset listed on the same page in the Predictions section. This dataset contains your results, and if you select the More options icon ( Vertical ellipsis icon representing a menu or more options. ), you can choose Preview to preview the output data. You can see the input data matched to the prediction and the probability that the prediction is correct. Then, you can choose Download prediction to download the results as a file.

Make manual batch predictions with image prediction models

To make manual batch predictions for a single-label image prediction model, do the following:

  1. In the left navigation pane of the Canvas application, choose My models.

  2. On the My models page, choose your model.

  3. After opening your model, choose the Predict tab.

  4. On the Run predictions page, choose Batch prediction.

  5. Choose Select dataset if you’ve already imported your dataset. If not, choose Import new dataset, and then you’ll be directed through the import data workflow.

  6. From the list of available datasets, select your dataset and choose Generate predictions to get your predictions.

After the prediction job finishes running, on the Run predictions page, you see an output dataset listed under Predictions. This dataset contains your results, and if you select the More options icon ( Vertical ellipsis icon representing a menu or more options. ), you can choose View prediction results to see the output data. You can see the images along with their predicted labels and confidence scores. Then, you can choose Download prediction to download the results as a CSV or a ZIP file.

Make manual batch predictions with text prediction models

To make manual batch predictions for a multi-category text prediction model, do the following:

  1. In the left navigation pane of the Canvas application, choose My models.

  2. On the My models page, choose your model.

  3. After opening your model, choose the Predict tab.

  4. On the Run predictions page, choose Batch prediction.

  5. Choose Select dataset if you’ve already imported your dataset. If not, choose Import new dataset, and then you’ll be directed through the import data workflow. The dataset you choose must have the same source column as the dataset with which you built the model.

  6. From the list of available datasets, select your dataset and choose Generate predictions to get your predictions.

After the prediction job finishes running, on the Run predictions page, you see an output dataset listed under Predictions. This dataset contains your results, and if you select the More options icon ( Vertical ellipsis icon representing a menu or more options. ), you can choose Preview to see the output data. You can see the images along with their predicted labels and confidence scores. Then, you can choose Download prediction to download the results.