I need a report about the workFlow and data Flow. Solution The following chart i

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I need a report about the workFlow and data Flow.

Explanation / Answer

The following chart illustrates the possible working process of validating an algorithm, with a user-defined training and test dataset: validation workflow (Internal) Curl commands for validating an algorithm 1. Init validation curl -X POST -d algorithm_uri="/algorithm/" -d training_dataset_uri="/dataset/" -d test_dataset_uri="/dataset/" -d prediction_feature="" -d algorithm_params="=;=" [OPTIONAL] /training_test_validation Subsequent (internal) curl calls: 2. Build model (the alg-parms could be a feature generation service/dataset, this has to be discussed): curl -X POST -d dataset_uri="/dataset/" -d prediction_feature="" -d ="" -d ="" /algorithm/ -> /model/ 5. Make predictions: curl -X POST -d dataset_uri="/dataset/" /model/ -> /dataset/ Get test-dataset (arrow is missing in chart): curl -X GET /dataset/ 8. Get predictions: curl -X GET /dataset/ At this stage one has to determine weather this is a classification or regression task. Use either the meta information of the model: curl -X GET /model/ Alternatively use the feature type which should be included in the dataset (Numerical -> Regression else Classification) Return validation uri: -> / Reporting WorkflowReporting Workflow http://www.opentox.org/data/documents/development/validation/validation-and-reporting-overview-and-data-flow Hope This Helps You.

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