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);
}