public static DataSetSpecification createIrisDataSetSpec() { DataSetSpecification dss = new DataSetSpecification(); dss.defineNumericAttribute("sepal_length"); dss.defineNumericAttribute("sepal_width"); dss.defineNumericAttribute("petal_length"); dss.defineNumericAttribute("petal_width"); dss.defineStringAttribute("plant_category", new string[] { "setosa", "versicolor", "virginica" }); return(dss); }
public static DataSetSpecification createAnimalDataSetSpec() { DataSetSpecification dss = new DataSetSpecification(); for (int i = 1; i <= 20; ++i) { dss.defineNumericAttribute(string.Format("feature_{0}", i)); } dss.defineStringAttribute("animal_name", new string[] { "GIRAFFE", "HIPPO", "LION" }); return(dss); }
public static DataSetSpecification createRestaurantDataSetSpec() { DataSetSpecification dss = new DataSetSpecification(); dss.defineStringAttribute("alternate", Util.YesNo()); dss.defineStringAttribute("bar", Util.YesNo()); dss.defineStringAttribute("fri/sat", Util.YesNo()); dss.defineStringAttribute("hungry", Util.YesNo()); dss.defineStringAttribute("patrons", new string[] { "None", "Some", "Full" }); dss.defineStringAttribute("price", new string[] { "$", "$$", "$$$" }); dss.defineStringAttribute("raining", Util.YesNo()); dss.defineStringAttribute("reservation", Util.YesNo()); dss.defineStringAttribute("type", new string[] { "French", "Italian", "Thai", "Burger" }); dss.defineStringAttribute("wait_estimate", new string[] { "0-10", "10-30", "30-60", ">60" }); dss.defineStringAttribute("will_wait", Util.YesNo()); // last attribute is the target attribute unless the target is explicitly reset with dss.setTarget(name) return(dss); }