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Showing posts with the label Linear Regression

How To Train A Regression Model For Single Input And Multiple Output?

I have trained a regression model that approximates the weights for the equation : Y = R+B+G For th… Read more How To Train A Regression Model For Single Input And Multiple Output?

Seaborn: Annotate The Linear Regression Equation

I tried fitting an OLS for Boston data set. My graph looks like below. How to annotate the linear … Read more Seaborn: Annotate The Linear Regression Equation

Matplotlib Plot_surface For 2-dimensional Multiple Linear Regression

I have many points of data with three dimensions: x1, x2, and y. I'm able to calculate the mult… Read more Matplotlib Plot_surface For 2-dimensional Multiple Linear Regression

Best Fit Line On Log Log Scales In Python 2.7

This is a network IP frequency rank plot in log scales. After completing this portion, I am trying … Read more Best Fit Line On Log Log Scales In Python 2.7

Shape Gets Changed When Preprocessing With Column Transformer And Predicting The Testing Data

The data structure is like below. df_train.head() ID y X0 X1 X2 X3 X4 X5 X6 X8 ... X375… Read more Shape Gets Changed When Preprocessing With Column Transformer And Predicting The Testing Data

Linear Regression Vs Closed Form Ordinary Least Squares In Python

I am trying to apply Linear Regression method for a dataset of 9 sample with around 50 features usi… Read more Linear Regression Vs Closed Form Ordinary Least Squares In Python

How To Check For Correlation Among Continuous And Categorical Variables?

I have a dataset including categorical variables(binary) and continuous variables. I'm trying t… Read more How To Check For Correlation Among Continuous And Categorical Variables?

Statsmodels -- Weights In Robust Linear Regression

I was looking at the robust linear regression in statsmodels and I couldn't find a way to speci… Read more Statsmodels -- Weights In Robust Linear Regression