[ { "name": "eta_predictions", "displayName": "ETA Predictions", "description": "ETA Predictions Model", "algorithm": "Neural Network", "dashboard": "sample_superset.eta_predictions_performance", "mlStore": { "storage": "s3://path-to-pickle", "imageRepository": "https://docker.hub.com/image" }, "server": "http://my-server.ai", "mlFeatures": [ { "name": "sales", "dataType": "numerical", "description": "Sales amount", "featureSources": [ { "name": "gross_sales", "dataType": "integer", "dataSource": "sample_data.ecommerce_db.shopify.fact_sale" } ] }, { "name": "persona", "dataType": "categorical", "description": "type of buyer", "featureAlgorithm": "PCA", "featureSources": [ { "name": "membership", "dataType": "string", "dataSource": "sample_data.ecommerce_db.shopify.raw_customer" }, { "name": "platform", "dataType": "string", "dataSource": "sample_data.ecommerce_db.shopify.raw_customer" } ] } ], "mlHyperParameters": [ { "name": "regularisation", "value": "0.5" }, { "name": "random", "value": "hello" } ], "target": "ETA_time" }, { "name": "forecast_sales", "displayName": "Sales Forecast Predictions", "description": "Sales Forecast Predictions Model", "algorithm": "Time Series", "dashboard": "sample_superset.forecast_sales_performance" } ]