Tag model-selection - This is page 4 - GeneraCodice

Model selection metric for validation phase in deep learning

https://www.generacodice.com/en/articolo/2666666/model-selection-metric-for-validation-phase-in-deep-learning
  deep-learning  -  model-selection
datascience.stackexchange datascience.stackexchange

What is the selection criteria to choose between XGBoost and Random Forest

https://www.generacodice.com/en/articolo/2666241/what-is-the-selection-criteria-to-choose-between-xgboost-and-random-forest
  machine-learning  -  random-forest  -  ensemble-modeling  -  model-selection  -  xgboost
datascience.stackexchange datascience.stackexchange

Asynchronous Hyperparameter Optimization - Dependency between iterations

https://www.generacodice.com/en/articolo/2665497/asynchronous-hyperparameter-optimization-dependency-between-iterations
  hyperparameter  -  cross-validation  -  model-selection  -  hyperparameter-tuning
datascience.stackexchange datascience.stackexchange

How to select the best model from validation/training/holdout accuracy score

https://www.generacodice.com/en/articolo/2662949/how-to-select-the-best-model-from-validation-training-holdout-accuracy-score
  cross-validation  -  model-selection
datascience.stackexchange datascience.stackexchange

How to archive trained PyTorch models?

https://www.generacodice.com/en/articolo/2662129/how-to-archive-trained-pytorch-models
  model-selection  -  pytorch  -  data-science-model
datascience.stackexchange datascience.stackexchange

Does it make sense to use train_test_split and cross-validation when using GridSearchCV to play with hyperparameters?

https://www.generacodice.com/en/articolo/2661310/does-it-make-sense-to-use-train-test-split-and-cross-validation-when-using-gridsearchcv-to-play-with-hyperparameters
  cross-validation  -  model-selection
datascience.stackexchange datascience.stackexchange

What is my training score the mean_train_score or mean_test_score?

https://www.generacodice.com/en/articolo/2654697/what-is-my-training-score-the-mean-train-score-or-mean-test-score
  machine-learning  -  scikit-learn  -  cross-validation  -  model-selection
datascience.stackexchange datascience.stackexchange

Association between features

https://www.generacodice.com/en/articolo/1624024/association-between-features
  machine-learning  -  feature-selection  -  model-selection
datascience.stackexchange datascience.stackexchange

How to choose a model for this cross-validation curve?

https://www.generacodice.com/en/articolo/1552555/how-to-choose-a-model-for-this-cross-validation-curve
  model-selection  -  gridsearchcv
datascience.stackexchange datascience.stackexchange

Should scaling be done for mixed data (categorical and numerical)?

https://www.generacodice.com/en/articolo/1550694/should-scaling-be-done-for-mixed-data-categorical-and-numerical
  probability  -  classification  -  feature-scaling  -  preprocessing  -  model-selection
datascience.stackexchange datascience.stackexchange
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