Cars — Interpretability Report

2026-05-11 05:09

LightGBM · Colombia

Top categorías

ℹ

Top 10 — vehicle_brand

Top 10 — vehicle_line

Top 10 — version

Top 10 — fuel_type

Top 10 — transmission

SHAP Importance

ℹ

Mean |SHAP| per feature

SHAP Numéricas

ℹ

Beeswarm — numéricas

graph

SHAP Dependencies

ℹ

SHAP dependence — year

SHAP dependence — horsepower

SHAP dependence — mileage

Model Feature Importance

ℹ

LightGBM gain importance