Tag decision-trees - This is page 1 - GeneraCodice

label encoding or one-hot encoding or none when using decision tree?

https://www.generacodice.com/en/articolo/2694452/label-encoding-or-one-hot-encoding-or-none-when-using-decision-tree
  machine-learning  -  decision-trees
datascience.stackexchange datascience.stackexchange

Tree-based algorithms and ordinal features

https://www.generacodice.com/en/articolo/2690202/tree-based-algorithms-and-ordinal-features
  random-forest  -  decision-trees  -  xgboost  -  boosting
datascience.stackexchange datascience.stackexchange

Can I do bagging method as improvement technique to decision tree in research?

https://www.generacodice.com/en/articolo/2689933/can-i-do-bagging-method-as-improvement-technique-to-decision-tree-in-research
  classification  -  random-forest  -  decision-trees  -  bagging
datascience.stackexchange datascience.stackexchange

Interpreting decision tree results after target encoding

https://www.generacodice.com/en/articolo/2688471/interpreting-decision-tree-results-after-target-encoding
  decision-trees  -  target-encoding
datascience.stackexchange datascience.stackexchange

How to identify Overfitting in RandomForestClassifier?

https://www.generacodice.com/en/articolo/2687405/how-to-identify-overfitting-in-randomforestclassifier
  random-forest  -  decision-trees  -  class-imbalance  -  overfitting  -  hyperparameter-tuning
datascience.stackexchange datascience.stackexchange

splitting mechanism with one hot encoded variables (tree based/boosting)

https://www.generacodice.com/en/articolo/2683181/splitting-mechanism-with-one-hot-encoded-variables-tree-based-boosting
  categorical-data  -  decision-trees  -  xgboost  -  boosting  -  one-hot-encoding
datascience.stackexchange datascience.stackexchange

decision -tree regression to avoid multicollinearity for regression model?

https://www.generacodice.com/en/articolo/2682231/decision-tree-regression-to-avoid-multicollinearity-for-regression-model
  regression  -  decision-trees  -  data-science-model  -  collinearity
datascience.stackexchange datascience.stackexchange

feature scaling xgbRegressor

https://www.generacodice.com/en/articolo/2681580/feature-scaling-xgbregressor
  machine-learning  -  normalization  -  decision-trees  -  feature-scaling  -  xgboost
datascience.stackexchange datascience.stackexchange

Decision Tree : how to determine target in a model with no labels?

https://www.generacodice.com/en/articolo/2680546/decision-tree-how-to-determine-target-in-a-model-with-no-labels
  python  -  machine-learning  -  algorithms  -  decision-trees
datascience.stackexchange datascience.stackexchange

Decision tree and SVM for text classification - theory

https://www.generacodice.com/en/articolo/2679759/decision-tree-and-svm-for-text-classification-theory
  svm  -  classification  -  text-mining  -  decision-trees
datascience.stackexchange datascience.stackexchange
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