/// <summary> /// Create a new prediction. /// </summary> /// <param name="model">A valid Model</param> /// <param name="name">The name you want to give to the new prediction. </param> public Task<Prediction> Create(Model model, string name = null, Prediction.Arguments arguments = null) { arguments = arguments ?? new Prediction.Arguments(); if (!string.IsNullOrWhiteSpace(name)) arguments.Name = name; arguments.Model = model.Resource; return Create<Prediction>(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); }
public int addLocalModel(Model.LocalModel localModel) { this._models.Add(localModel); return this._models.Count; }
/// <summary> /// Create a model using supplied arguments. /// </summary> public Task<Model> CreateModel(Model.Arguments arguments) { return Create<Model>(arguments); }
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); }
public Task<Prediction> Create(Model model, string name = null, Prediction.Arguments arguments = null) { return CreatePrediction(model, name, arguments); }