Definition Of Inference Vs Prediction
Inference is forecasting about a future event with the help of available evidence.
Definition of inference vs prediction. First let us define the words to comprehend the difference. Use the model to learn about the data generation process. Here the students are making predictions without proper information. Some of it is a mater of jargon.
Usually when future events are involved prediction rather than inference is used because the future is always unknown even with evidence and reason. Prediction is a forecast about future. For example one could make an inference that the boy with untied shoes will trip and fall and this technically would be a correct usage. Inference and prediction however diverge when it comes to the use of the resulting model.
Use the model to predict the outcomes for new data points. Since inference and prediction pursue contrasting goals specific types of models are associated with the two tasks. What is the difference between inference and prediction definition.