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HUM AI SCI

SA Sarah Aisyah

Memprediksi Harga Pakaian dengan Machine Learning: NGBoost, dan Lasso dalam Satu Pipeline

By Sarah Aisyah — 103052300022

May 03, 2026 · 4 min read · 0 claps #python #machine-learning #lasso

Memprediksi Harga Pakaian dengan Machine Learning: NGBoost, dan Lasso dalam Satu Pipeline

HUM AI SOC

NE Nero Un Chi Hin 阮智軒

解決 NGBoost 在 Voting Classifier / Regressor 中 ValueError 問題

最近在使用 NGBoost 的 Classifier 來進行論文研究實驗，增加了 NGBoost 後出現了 ValueError: “The estimator should be a classifier” 的問題，於是就把解決過程寫下來。

Apr 05, 2023 · 8 min read · 0 claps #machine-learning #ensemble-learning #ngboost

解決 NGBoost 在 Voting Classifier / Regressor 中 ValueError 問題

HUM AI

VA Valeriy Manokhin, PhD, MBA, CQF

Does NGBoost work? Evaluating NGBoost against key criteria for good probabilistic prediction

In one of my previous articles “How to evaluate probabilistic forecasts”, I have illustrated how to evaluate probabilistic predictors using…

Nov 04, 2022 · 5 min read · 254 claps #conformal-prediction #machine-learning #forecasting

Does NGBoost work? Evaluating NGBoost against key criteria for good probabilistic prediction

HUM AI SCI

SL Slava Kisilevich · TDS Archive

Metrics for uncertainty evaluation in regression problems

How to evaluate uncertainty with Validity, Sharpness, Negative Log-Likelihood, and Continuous Ranked Probability Score (CRPS) metrics

Aug 12, 2022 · 10 min read · 164 claps #probability-distributions #ngboost #quantile-regression

Metrics for uncertainty evaluation in regression problems

AL Alfonso Carabantes Alamo

NGBoost en R

Como usar el método de Natural Gradient Boosting en R

Aug 25, 2021 · 4 min read · 26 claps #ngboost #python #r

HUM AI

MA Manu Joseph · TDS Archive

NGBoost

Natural Gradients in Gradient Boosting

Jun 27, 2020 · 8 min read · 37 claps #the-gradient-boosters #machine-learning #gradient-boosting

AI SCI

RI Richard Michael · Analytics Vidhya

NGBoost incremental Forecasting

or how to predict something you don’t know with confidence-intervals.

May 28, 2020 · 4 min read · 6 claps #ngboost #boosting #forecasting

EM Emre Yüksel · KaVe

NGBoost: Olasılıksal Tahmin için Doğal Gradyan Artırımı

Stanford Makine Öğrenmesi Grubu Ocak 2019'da yeni bir tahminleme algoritması makalesi yayınladı. Bu yeni algoritma olasılıksal…

Mar 03, 2020 · 4 min read · 21 claps #ngboost #ngboosting #makine-öğrenmesi