Model migration method and system based on elastic segmentation standardization algorithm
The invention provides a model migration method and system based on an elastic segmentation standardization algorithm, and relates to the field of spectral analysis, and the method comprises the steps: firstly obtaining spectral data collected by a host and a satellite machine, taking the spectral d...
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| creator | LIU JUNBAO WANG JIAN ZHOU PING SUN LANXIANG LIU WENPING ZHANG XUEMIN LI YANG LI CHANGXIN GAO SHAN HUANG SHAOWEN HE YI NI PEILIANG |
| description | The invention provides a model migration method and system based on an elastic segmentation standardization algorithm, and relates to the field of spectral analysis, and the method comprises the steps: firstly obtaining spectral data collected by a host and a satellite machine, taking the spectral data as a sample, and determining the wavelength range of the spectral data; carrying out full spectrum analysis and normalization operation on the spectral data; dividing each fold of spectral data into a training data set and a verification data set; establishing a quantitative analysis model by using host spectral data; setting the initial width of the window; training a multiple regression model; recording a satellite machine spectral line and a host spectral line after verification set correction; selecting an optimal window width according to the RMSE of the verification set to establish a conversion matrix; converting the satellite machine spectrum data through a conversion matrix; and taking the converted sa |
| format | Patent |
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| subjects | CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING ELECTRIC DIGITAL DATA PROCESSING HANDLING RECORD CARRIERS PHYSICS PRESENTATION OF DATA RECOGNITION OF DATA RECORD CARRIERS |
| title | Model migration method and system based on elastic segmentation standardization algorithm |
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