Загрузка...
Все видеоНовые видеоПопулярные видео

3 basic strategies with categorical features in XGBoost/LightGBM

XGBoost: https://xgboost.readthedocs.io/en/stable/tutorials/categorical.html
LightGBM: https://lightgbm.readthedocs.io/en/latest/Advanced-Topics.html#categorical-feature-support
Kaggle notebook: https://www.kaggle.com/code/maryanalyze/categorical-feats-tree-structure-in-lightgbm/notebook

Видео 3 basic strategies with categorical features in XGBoost/LightGBM канала a grain of data science salt
lightGBM XGBoost categorical feature label encoding one hot encoding histogram Titanic Surname high cardinality regularization max_cat_to_onehot
Комментарии отсутствуют
Информация о видео
10 апреля 2023 г. 0:42:51
00:01:00
a grain of data science salt
Теги
Правообладателям
Жалоба на материал Недопустимый материал Нарушение авторских прав
Комментарии
Поделиться
Другие видео канала

Dilated RNN in PyTorch for seq2vec time series forecasting: better than standard RNN for seasonalityDilated RNN in PyTorch for seq2vec time series forecasting: better than standard RNN for seasonality

ResNet PyTorch model from scratch: residual connection enables deeper networkResNet PyTorch model from scratch: residual connection enables deeper network

What is so different about CatBoost?What is so different about CatBoost?

GoogLeNet (Inception V1) CNN: how does 1x1 convolutions reduce dimensions? #pytorchGoogLeNet (Inception V1) CNN: how does 1x1 convolutions reduce dimensions? #pytorch

How to use target statistics for categorical features?How to use target statistics for categorical features?

Myopia risk factors: compare LR/EBM/GBDT algorithmsMyopia risk factors: compare LR/EBM/GBDT algorithms

Simple RNN model to predict review score using Steam review texts #rnnSimple RNN model to predict review score using Steam review texts #rnn

ALE plots for XGBoost model (with comparison to PD plots) using Alibi ExplainALE plots for XGBoost model (with comparison to PD plots) using Alibi Explain

AlexNet CNN PyTorch from scratch, transfer learning #pytorch #cnnAlexNet CNN PyTorch from scratch, transfer learning #pytorch #cnn

How to prevent XGBoost and LightGBM from overfitting?How to prevent XGBoost and LightGBM from overfitting?

Basic CNN model using PyTorch with Image AugmentationBasic CNN model using PyTorch with Image Augmentation

Residual LSTM model in PyTorch for time series forecastingResidual LSTM model in PyTorch for time series forecasting

Prediction Calibration for XGBClassifierPrediction Calibration for XGBClassifier

Basic MLP model using PyTorch with weights inspectionBasic MLP model using PyTorch with weights inspection

How to identify good hyperparameters for the SARIMA model for time series forecast #arimaHow to identify good hyperparameters for the SARIMA model for time series forecast #arima

[Part 1] XGBoost custom objective and metric for binary classification: clipped logloss[Part 1] XGBoost custom objective and metric for binary classification: clipped logloss

Simple LSTM PyTorch model for time series forecasting: creating custom DataLoader and forward methodSimple LSTM PyTorch model for time series forecasting: creating custom DataLoader and forward method

Use two spline based GAM packages in Python with an exampleUse two spline based GAM packages in Python with an example

Encoder-Decoder network in PyTorch for seq2seq time series forecasting using scheduled samplingEncoder-Decoder network in PyTorch for seq2seq time series forecasting using scheduled sampling

Interpret XGBoost model using PDP (with focus on the estimation algorithm)Interpret XGBoost model using PDP (with focus on the estimation algorithm)

TopArticle.Ru
Статистика портала
Яндекс.Метрика
© 2008-2025 «Информационно-развлекательный портал города Верхняя Салда»
| Карта портала | Контакты | Сообщить об ошибке | Соглашения Пользовательское соглашение Соглашение о конфиденциальности Согласие на обработку персональных данных Информация для правообладателей Об использовании Cookies
salda.ws@mail.ru
Сейчас на сайте: 295 Статистика портала
Страницу в закладки Мои закладки
Все заметки Новая заметка Страницу в заметки

На информационно-развлекательном портале SALDA.WS применяются cookie-файлы. Нажимая кнопку Принять, вы подтверждаете свое согласие на их использование.

Об использовании CookiesПринять