r-square-values

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vaitybharati / Assignment-04-Simple-Linear-Regression-2

Assignment-04-Simple-Linear-Regression-2. Q2) Salary_hike -> Build a prediction model for Salary_hike Build a simple linear regression model by performing EDA and do necessary transformations and select the best model using R or Python. EDA and Data Visualization. Correlation Analysis. Model Building. Model Testing. Model Predictions.

Updated May 30, 2021
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vaitybharati / Assignment-05-Multiple-Linear-Regression-1

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Multiple-Linear-Regression-1. Consider only the below columns and prepare a prediction model for predicting Price of Toyota Corolla.

python scatter-plot ols statsmodels correlation-analysis multiple-linear-regression p-values pairplot leverage-score regression-plots ols-regression-model cooks-distance r-square-values influence-plot

Updated Jun 10, 2021
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vaitybharati / P25.-Supervised-ML---Simple-Linear-Regression---Waist-Circumference-Adipose-Tissue-Data

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Supervised-ML---Simple-Linear-Regression---Waist-Circumference-Adipose-Tissue-Data. EDA and data visualization, Correlation Analysis, Model Building, Model Testing, Model Prediction.

visualization python smf eda pandas seaborn p-value model-predictions goodness-of-fit ols-regression statsmodels simple-linear-regression correlation-analysis t-score distplot determination-coefficient r-square-values regplot

Updated Jun 9, 2021
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vaitybharati / P26.-Supervised-ML---Multiple-Linear-Regression---Cars-dataset

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Supervised-ML---Multiple-Linear-Regression---Cars-dataset. Model MPG of a car based on other variables. EDA, Correlation Analysis, Model Building, Model Testing, Model Validation Techniques, Collinearity Problem Check, Residual Analysis, Model Deletion Diagnostics (checking Outliers or Influencers) Two Techniques : 1. Cook's Distance & 2. Levera…