xgboost Archives - Data Science Blog by Domino

Tag: xgboost

Credit Card Fraud Detection using XGBoost, SMOTE, and threshold moving

In this article, we'll discuss the challenge organizations face around fraud detection, how machine learning can be used to identify and spot anomalies that the human...

Predictive Models
Python
ROC AUC Metric
xgboost

SHAP and LIME Python Libraries: Part 2 – Using SHAP and LIME

This blog post provides insights on how to use the SHAP and LIME Python libraries in practice and how to interpret their output, helping readers prepare...

KNN
LIME
Machine Learning
Python
random forest
scikit-learn
SHAP
xgboost

High-performance Computing with Amazon’s X1 Instance

We’re excited to announce support for Amazon’s X1 instances. Now in Domino, you can do data science on machines with 128 cores and 2TB of RAM...

Data Science
Domino Product
H2O.ai
High-Performance Computing
IT
X1
xgboost