regression – Page 2

Logistics Regression Two classification examples (Matlab)

Table of Contents Preface no regularization 1. Main function: 2. sigmoid function 3. plotData drawing 4. costFunction cost function 5. predict prediction function 6. submit function Regularization 1. Main function 2. Display of plotData drawing results 2. costFunctionReg cost function 3. plotDecisionBoundary function 4. mapFeature function 5. Description Preface Logistic regression is a classifier that […]

[Wind Power Forecast] Based on convolutional neural network combined with long short memory network CNN-LSTM to realize wind power power multi-input single-output regression prediction with matlab code

?About the author: A Matlab simulation developer who loves scientific research. He cultivates his mind and improves his technology simultaneously. For code acquisition, paper reproduction and scientific research simulation cooperation, please send a private message. Personal homepage: Matlab Research Studio Personal credo: Investigate things to gain knowledge. For more complete Matlab code and simulation customization […]

Based on convolutional neural network combined with long short memory network CNN-LSTM to realize wind power power multi-input single-output regression prediction with matlab code

[BP Regression Prediction] Optimizing BP neural network based on improved adaptive genetic algorithm to achieve SOC prediction with comparison and attached matlab code

?About the author: A Matlab simulation developer who loves scientific research. He cultivates his mind and improves his technology simultaneously. For cooperation on MATLAB projects, please send a private message. Personal homepage: Matlab Research Studio Personal credo: Investigate things to gain knowledge. For more complete Matlab code and simulation customization content, click Intelligent optimization algorithm […]

Geographically Weighted Regression GWR (Geographically Weighted Regression)

Geographically weighted regression This notebook demonstrates how to perform geographically weighted regression using the MGWR Python package using the sample code included in Oshan et al. Oshan et al. 2019. MGWR: A Python Implementation of Multiscale Geographically Weighted Regression for Investigating Process Spatial Heterogeneity and Scale. ISPRS Int. J. Geo-Inf. 2019, 8(6), 269; https ://doi.org/10.3390/ijgi8060269. […]

week2_lab2 Gradient Descent for Linear Regression

week2_lab2 Gradient Descent for Linear Regression (Boston Housing dataset) (study notes) In this exercise, you will learn the following implement the gradient descent method implement the minibatch gradient descent method We will use the Boston Housing data, similar to Week 1. We can import the dataset and preprocess it as follows. Note we add a […]

[Wind power prediction] Optimizing the convolutional neural network based on the ocean predation algorithm combined with the long short memory network MPA-CNN-LSTM to realize multi-input single-output regression prediction of wind power power with matlab code

?About the author: A Matlab simulation developer who loves scientific research. He cultivates his mind and improves his technology simultaneously. For complete code, paper reproduction, journal cooperation, paper tutoring and scientific research simulation cooperation, please send a private message. Personal homepage: Matlab Research Studio Personal credo: Investigate things to gain knowledge. For more complete Matlab […]

[SSA-RFR prediction] Research on optimizing random forest regression prediction based on Sparrow algorithm (Matlab code implementation)

[Wind power prediction] Based on the Sparrow algorithm optimized forest algorithm SSA-RF to realize wind power data regression prediction with matlab code

Tag: regression