#lightgbm

En detección de fraude hay una trampa estadística que infla currículums: el AUC-ROC. Sobre datos...

El fútbol es uno de los deportes más difíciles de predecir: tiene pocos goles, mucho azar y un equipo...

XGBoost vs LightGBM on NIFTY: I Trained Both on 497 Days and They Are Twins (and Both Lose) The ML...

LightGBM vs XGBoost for Nifty Options — Honest Walk-Forward Benchmark (2026) QUICK ANSWER Q: Which...

Pramaana predicts which price barrier an asset reaches first within 24 hours, then turns those probabilities into long and short expected-return score

A practical guide to LightGBM for tabular options-trading signals: how it differs from XGBoost and HistGradientBoosting, why it trains faster, hyperparameter tuning, and a runnable Nifty/options-signal example.

A LightGBM capacity-control baseline for the ICAIF 2026 minute-ceiling paper that rebuilds its labels from parquet, and why label source, stride, p...

We built a feature that dominated our model's importance rankings. Across four random seeds and three...

Extracting deck letters from the Cabin feature in the Kaggle Titanic competition and evaluating its impact.

I Trained a Crypto Quantile Predictor on 47M Klines. The Transformer Lost to...

In our 14-day benchmark run across 12 tabular datasets, LightGBM 4.0 outperformed Scikit-Learn 1.5 by...