public static Cs_TestData[] CreateSampleCbAdfData() { var sampleData = new Cs_TestData[3]; //shared | s_1 s_2 //0:1.0:0.5 | a_1 b_1 c_1 //| a_2 b_2 c_2 //| a_3 b_3 c_3 //| b_1 c_1 d_1 //0:0.0:0.5 | b_2 c_2 d_2 //| a_1 b_1 c_1 //| a_3 b_3 c_3 sampleData[0] = new Cs_TestData { Shared = new[] { "s_1", "s_2" }, ActionDependentFeatures = new[] { new Cs_TestCs_TestDataADF { Features = new[] { "a_1", "b_1", "c_1" }, Label = new ContextualBanditLabel { Cost = 1f, Probability = .5f } }, new Cs_TestCs_TestDataADF { Features = new [] { "a_2","b_2","c_2" } }, new Cs_TestCs_TestDataADF { Features = new [] { "a_3","b_3","c_3" } }, } }; sampleData[1] = new Cs_TestData { ActionDependentFeatures = new[] { new Cs_TestCs_TestDataADF { Features = new [] { "b_1","c_1","d_1" } }, new Cs_TestCs_TestDataADF { Features = new [] { "b_2", "c_2", "d_2" }, Label = new ContextualBanditLabel { Cost = 0f, Probability = .5f } }, } }; sampleData[2] = new Cs_TestData { ActionDependentFeatures = new[] { new Cs_TestCs_TestDataADF { Features = new [] { "a_1","b_1","c_1" } }, new Cs_TestCs_TestDataADF { Features = new [] { "a_3","b_3","c_3" } } } }; return sampleData; }
public static Cs_TestData[] CreateSampleCbAdfData() { var sampleData = new Cs_TestData[3]; //shared | s_1 s_2 //0:1.0:0.5 | a_1 b_1 c_1 //| a_2 b_2 c_2 //| a_3 b_3 c_3 //| b_1 c_1 d_1 //0:0.0:0.5 | b_2 c_2 d_2 //| a_1 b_1 c_1 //| a_3 b_3 c_3 sampleData[0] = new Cs_TestData { Shared = new[] { "s_1", "s_2" }, ActionDependentFeatures = new[] { new Cs_TestCs_TestDataADF { Features = new[] { "a_1", "b_1", "c_1" }, Label = new ContextualBanditLabel { Cost = 1f, Probability = .5f } }, new Cs_TestCs_TestDataADF { Features = new [] { "a_2", "b_2", "c_2" } }, new Cs_TestCs_TestDataADF { Features = new [] { "a_3", "b_3", "c_3" } }, } }; sampleData[1] = new Cs_TestData { ActionDependentFeatures = new[] { new Cs_TestCs_TestDataADF { Features = new [] { "b_1", "c_1", "d_1" } }, new Cs_TestCs_TestDataADF { Features = new [] { "b_2", "c_2", "d_2" }, Label = new ContextualBanditLabel { Cost = 0f, Probability = .5f } }, } }; sampleData[2] = new Cs_TestData { ActionDependentFeatures = new[] { new Cs_TestCs_TestDataADF { Features = new [] { "a_1", "b_1", "c_1" } }, new Cs_TestCs_TestDataADF { Features = new [] { "a_3", "b_3", "c_3" } } } }; return(sampleData); }