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treebasedmodel 🌲✈️💃

treebasedmodel : Invistico Airline | Tree-based Modeling, Machine Learning, Predictive, Decision Making, GridSearchCV, sklearn |

Objectives

  • Importing packages & loading data
  • Exploring data & completing cleaning process
  • Building decision tree model
  • Tuning hyperparameters using GridSearchCV
  • Evaluating decision tree model using confusion matrix & various other plots

Tree-based Modeling

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About

treebasedmodel 🌲✈️💃 : Invistico Airline | Tree-based Modeling, Machine Learning (ML), Predictive, Decision Making, GridSearchCV, sklearn |

Topics

model numpy pandas seaborn tuning flight selection accuracy recall logistic-regression matplotlib experience precision pyplot f1-score hyperparameter exemplar decisiontreeclassifier train-test-split plot-tree

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