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.

  pythonmultiple-linear-regressionedacorrelation-analysisscatter-plotsmfstatsmodelsols-regressionrsquare-valuescollinearity-diagnosticsresidual-analysishomoscedasticityheteroscedasticitycooks-distanceleverage-valueinfluence-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.

  apriori-algorithmassociation-rulesconvictiondata-miningfrequent-pattern-miningleverage-valuelift-ratiomatplotlib-pyplotmlxtendnumpypandaspythonscatter-plotsupport-confidencetransaction-encoder
  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.

  pythonedastatsmodelsinfluence-plotcorrelation-analysisscatter-plotols-regressionmulti-linear-regressionp-valuesr-square-valuest-scorecollinearity-diagnosticsresidual-analysisvifhomoscedasticityheteroscedasticitycooks-distanceleverage-valueaic
  Language:Jupyter Notebook 1