Qlik Sense Automl Predictions API

The automl-predictions API from Qlik Sense — 6 operation(s) for automl-predictions.

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Business capability

Artificial Intelligence Management BC-610.60

Operations 6

Each operation below carries the questions people ask an LLM about it and the instructions they give an agent to run it. Generated by API Evangelist overlay

GET /api/v1/automl-predictions/{predictionId}/coordinate-shap Download SHAP values in coordinate form · Get shapley values in coordinate form #

Ask an LLM

“Can I get a prediction's Shapley values in coordinate (long) form?”

“Where do I download coordinate-form SHAP values for an AutoML prediction?”

Tell an agent

Download coordinate-form Shapley values for prediction {predictionId}.

Get coordinate SHAP values for prediction {predictionId} with reference {refId}.

POST /api/v1/automl-predictions/{predictionId}/jobs List jobs for an AutoML prediction · Retrieve jobs associated with a prediction #

Ask an LLM

“Which jobs ran for one of my AutoML predictions?”

“How can I check the prediction-type jobs behind a batch prediction?”

Tell an agent

List the jobs associated with prediction {predictionId}.

Show the prediction-type jobs for AutoML prediction {predictionId}.

GET /api/v1/automl-predictions/{predictionId}/not-predicted-reasons Download rows that could not be predicted · Get any rows where a prediction was not produced #

Ask an LLM

“Which rows failed to get a prediction, and why?”

“Can I download the not-predicted reasons for an AutoML prediction?”

Tell an agent

Download the rows prediction {predictionId} could not score.

Get not-predicted reasons for prediction {predictionId} and reference {refId}.

GET /api/v1/automl-predictions/{predictionId}/predictions Download predicted values · Get a file containing predicted values #

Ask an LLM

“How do I get the file of predicted values from an AutoML prediction?”

“Where are the actual prediction results for my dataset?”

Tell an agent

Download the predicted values for prediction {predictionId}.

Get prediction {predictionId} results for reference {refId}.

GET /api/v1/automl-predictions/{predictionId}/shap Download SHAP values for a prediction · Return a file containing shapley values #

Ask an LLM

“Can I see which features drove each prediction through its Shapley values?”

“Is there a wide-format SHAP file for an AutoML prediction?”

Tell an agent

Download the Shapley values file for prediction {predictionId}.

Fetch the per-row SHAP file for prediction {predictionId}, reference {refId}.

GET /api/v1/automl-predictions/{predictionId}/source Download a prediction's source values · Return a file containing source values #

Ask an LLM

“Can I get the input rows a prediction was made on, with an index field?”

“Where do I download the source data behind an AutoML prediction?”

Tell an agent

Download the source values used by prediction {predictionId}.

Get the indexed source file for prediction {predictionId} and reference {refId}.

Qlik Sense Automl Predictions API

Operations 6

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