Flight parameter prediction and confidence evaluation method

The invention relates to the technical field of flight parameter prediction, in particular to a flight parameter prediction and confidence evaluation method. The method comprises the following steps: firstly, collecting multiple groups of flight data of an aircraft after the same flight parameter is lost within a period of time; processing the collected flight data to obtain a model input sample, and inputting the model input sample into the confidence evaluation network model to obtain a prediction result sequence and an accidental uncertainty sequence; a final prediction result, a cognitive uncertainty quantized value and an accidental uncertainty quantized value of the missing flight parameters are obtained; and finally, according to the cognitive uncertainty quantized value and the accidental uncertainty quantized value, calculating to obtain the confidence coefficient of a final prediction result of the missing parameters. According to the method, the influence of the cognitive uncertainty and the accide