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01_​Deploying_​and_​Validating_​models_​as_​WebServices

Workflow

Validating KNIME Workflows
reproducibilityvalidationtestingXGBoostRDKit
USER: provide data file here Adds reference dataif the input table isempty Tests the predictionsagainst a golden table(if necessary) USER: here are theresults! Generate fingerprints and model predictions for the molecules in the table This workflow demonstrates a technique to deploy a model prediction workflow as a web service and to validate that it is doing what it's supposed to do. Test configurationUser provided dataread modelsMFP2Append input columnsPrediction output Choose dataset Run Tests ifNecessary TestflowConfiguration Table Reader Table Reader RDKit Fingerprint ContainerInput (Table) Column Appender(deprecated) GeneratePredictions ContainerOutput (Table) USER: provide data file here Adds reference dataif the input table isempty Tests the predictionsagainst a golden table(if necessary) USER: here are theresults! Generate fingerprints and model predictions for the molecules in the table This workflow demonstrates a technique to deploy a model prediction workflow as a web service and to validate that it is doing what it's supposed to do. Test configurationUser provided dataread modelsMFP2Append input columnsPrediction output Choose dataset Run Tests ifNecessary TestflowConfiguration Table Reader Table Reader RDKit Fingerprint ContainerInput (Table) Column Appender(deprecated) GeneratePredictions ContainerOutput (Table)

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Nodes

01_​Deploying_​and_​Validating_​models_​as_​WebServices consists of the following 38 nodes(s):

Plugins

01_​Deploying_​and_​Validating_​models_​as_​WebServices contains nodes provided by the following 7 plugin(s):