public Task <Model> Create(DataSet dataset, string name = null, string[] inputFields = null, string objectiveField = null, Model.Arguments arguments = null) { return(CreateModel(dataset, name, inputFields, objectiveField, arguments)); }
/// <summary> /// Create a model. /// </summary> /// <param name="dataset">A DataSet instance</param> /// <param name="name">The name you want to give to the new model. </param> /// <param name="inputFields">Specifies the ids of the fields that you want to use as predictors to create the model. </param> /// <param name="objectiveField">Specifies the id of the field that you want to predict.</param> public Task <Model> CreateModel(DataSet dataset, string name = null, string[] inputFields = null, string objectiveField = null, Model.Arguments arguments = null) { arguments = arguments ?? new Model.Arguments(); if (!string.IsNullOrWhiteSpace(name)) { arguments.Name = name; } if (inputFields != null && inputFields.Length > 0) { foreach (var input in arguments.Inputs) { arguments.Inputs.Add(input); } } if (!string.IsNullOrWhiteSpace(objectiveField)) { arguments.Objective = objectiveField; } arguments.DataSet = dataset.Resource; return(Create <Model>(arguments)); }
/// <summary> /// Create a model using supplied arguments. /// </summary> public Task <Model> CreateModel(Model.Arguments arguments) { return(Create <Model>(arguments)); }