如何獲取由Azure ML Web服務提供的HttpResponseMessage中的預測分數？

所以我目前正在使用Azure機器學習實驗。我能夠創建一個模型並將其作爲Web服務發佈。我還能夠使用API文檔中提供的C＃中的示例請求/響應代碼獲得響應，這些代碼是在創建Web服務時生成的。如何獲取由Azure ML Web服務提供的HttpResponseMessage中的預測分數？

我的問題是，Web服務提供的響應包含很多信息（一長串信息），包括Prediction Score，這是我需要的C＃應用程序的唯一信息。唯一想到的就是使用字符串操作方法來提取我想要的信息。但我認爲有比這更好的方法。我是HTTP Request/Response的新手，請詳細說明相關答案和解釋。

這裏是我的代碼：

HttpResponseMessage response = await client.PostAsJsonAsync("", scoreRequest); 

if (response.IsSuccessStatusCode) 
{ 
    string result = await response.Content.ReadAsStringAsync(); 
    Console.WriteLine("Result: {0}", result); 
} 

else 
{ 
    Console.WriteLine(string.Format("The request failed with status code: {0}", response.StatusCode)); 

    // Print the headers - they include the requert ID and the timestamp, which are useful for debugging the failure 
    Console.WriteLine(response.Headers.ToString()); 

    string responseContent = await response.Content.ReadAsStringAsync(); 
    Console.WriteLine(responseContent); 
}

這裏是響應消息：

{"Results":{"output1":{"type":"table","value":{"ColumnNames":["clump_thickness","size_uniformity","shape_uniformity","marginal_adhesion","epithelial_size","bare_nucleoli","bland_chromatin","normal_nucleoli","mitoses","Scored Labels","Scored Probabilities"],"ColumnTypes":["Int32","Int32","Int32","Int32","Int32","Nullable`1","Int32","Int32","Int32","Double","Double"],"Values":[["10","10","4","8","1","8","3","10","1","1","0.979712069034576"],["10","10","4","8","1","8","3","10","1","1","0.979712069034576"]]}}}}

我只想要「值」中的值：[[...]]，在這種情況下，第9個指數或「1」。

來源

2016-02-22 Harvey Oroceo