IMLServiceProxy class
Implements the IMLServiceProxy interface.
It is the proxy to the prediction service.
A wrapper class for http requests to a prediction service.
Methods
IMLServiceProxy.UploadData()
Sends a data package for the training session.
IMLServiceProxy.BeginTraining()
Calls the service for setting up training in the queue.
IMLServiceProxy.GetTrainingSessionInfo()
Requests the current state from the service for the training session.
IMLServiceProxy.Classify(Guid modelInstanceUId, Dictionary<string, object> data)
Calls the prediction service of the field value for a single set of field values for the previously trained model instance. In the Dictionary data parameter, the field name is passed as the key, which must match the name specified in the MetaData field of the model lookup. If the result is successful, the method returns a list of values with the ClassificationResult type.
ClassificationResult properties
Value
Field value.
Probability
The probability of a given value in the [0:1] range. The sum of the probabilities for one list of results is close to 1 (values of about 0 can be omitted).
Significance
The level of importance of this prediction.
Significance enumeration
High | This field value has a distinct advantage over other values from the list. Only one element in the prediction list can have this level. |
Medium | The value of the field is close to several other high values in the list. For example, two values in the list have a probability of 0.41 and 0.39, and all the others are significantly smaller. |
None | Irrelevant values with low probabilities. |