leverage-value

There are 0 repository under leverage-value topic.

vaitybharati / P27.-Supervised-ML---Multiple-Linear-Regression---Toyoto-Cars
Supervised-ML---Multiple-Linear-Regression---Toyota-Cars. 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. Leverage value, Improving the Model, Model - Re-build, Re-check and Re-improve - 2, Model - Re-build, Re-check and Re-improve - 3, Final Model, Model Predictions.
python multiple-linear-regression eda correlation-analysis scatter-plot smf statsmodels ols-regression rsquare-values collinearity-diagnostics residual-analysis homoscedasticity heteroscedasticity cooks-distance leverage-value influence-plot
Language:Jupyter Notebook 3
vaitybharati / Assignment-09-Association-Rules-Data-Mining-Books-
Association-Rules-Data-Mining-Books. Apriori Algorithm, Association rules with 10% Support and 70% confidence, Association rules with 20% Support and 60% confidence, Association rules with 5% Support and 80% confidence, visualization of obtained rule.
python association-rules apriori-algorithm support-confidence pandas numpy matplotlib-pyplot mlxtend frequent-pattern-mining data-mining transaction-encoder leverage-value conviction lift-ratio scatter-plot
Language:Jupyter Notebook 1
vaitybharati / P26.-Supervised-ML---Multiple-Linear-Regression---Cars-dataset
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. Leverage value, Improving the Model, Model - Re-build, Re-check and Re-improve - 2, Model - Re-build, Re-check and Re-improve - 3, Final Model, Model Predictions.
python eda statsmodels influence-plot correlation-analysis scatter-plot ols-regression multi-linear-regression p-values r-square-values t-score collinearity-diagnostics residual-analysis vif homoscedasticity heteroscedasticity cooks-distance leverage-value aic
Language:Jupyter Notebook 1

leverage-value

vaitybharati / P27.-Supervised-ML---Multiple-Linear-Regression---Toyoto-Cars

vaitybharati / Assignment-09-Association-Rules-Data-Mining-Books-

vaitybharati / P26.-Supervised-ML---Multiple-Linear-Regression---Cars-dataset