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Showing posts with the label Linear Regression

How To Get R-squared For Robust Regression (rlm) In Statsmodels?

When it comes to measuring goodness of fit - R-Squared seems to be a commonly understood (and accep… Read more How To Get R-squared For Robust Regression (rlm) In Statsmodels?

Regression Model Statsmodel Python

This is more of a stats question as the code is working fine, but I am learning regression modeling… Read more Regression Model Statsmodel Python

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?

Matrices Are Not Aligned Error: Python Scipy Fmin_bfgs

Problem Synopsis: When attempting to use the scipy.optimize.fmin_bfgs minimization (optimization) f… Read more Matrices Are Not Aligned Error: Python Scipy Fmin_bfgs

Tensorflow On Simple Linear Regression

I am a beginner in machine learning and tensorflow. In the first step trying the tensorflow, I trie… Read more Tensorflow On Simple Linear Regression

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

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?

Linear Regression Fails In Python With Large Values In Dependent Variables

I'm trying to rewrite a forecasting model (in Stata) using Python (with pandas.stats.api.ols), … Read more Linear Regression Fails In Python With Large Values In Dependent Variables

Very Large Loss Values When Training Multiple Regression Model In Keras

I was trying to build a multiple regression model to predict housing prices using the following fea… Read more Very Large Loss Values When Training Multiple Regression Model In Keras

Polynomial Regression With Scikit Learn Vs Np.polyfit

I am quite surprised that nobody talks about this: the difference of polynomial regression done wit… Read more Polynomial Regression With Scikit Learn Vs Np.polyfit