ML @ CMU

NOVEMBER 7, 2024

We address the challenges of landmine risk estimation by enhancing existing datasets with rich relevant features, constructing a novel, robust, and interpretable ML model that outperforms standard and new baselines, and identifying cohesive hazard clusters under geographic and budgetary constraints. Validation results in Colombia.

Clustering 154

Clustering Cross Validation Machine Learning Machine Learning 154

Mlearning.ai

FEBRUARY 15, 2023

The accuracy of the ML model indicates how many times it was correct overall. Submission Suggestions Text Classification in NLP using Cross Validation and BERT was originally published in MLearning.ai Precision refers to how well the model predicts a certain category. Manning C. and Schutze H., Cambridge: MIT Press. Malik, A.

Cross Validation 52

Cross Validation Decision Trees Algorithm Natural Language Processing 52

Ocean Protocol

SEPTEMBER 29, 2023

AI / ML offers tools to give a competitive edge in predictive analytics, business intelligence, and performance metrics. By leveraging cross-validation, we ensured the model’s assessment wasn’t reliant on a singular data split.

Cross Validation 59

Cross Validation Predictive Analytics Exploratory Data Analysis EDA 59

Heartbeat

JUNE 14, 2023

Cross Validated] Editor’s Note: Heartbeat is a contributor-driven online publication and community dedicated to providing premier educational resources for data science, machine learning, and deep learning practitioners. Eighth JPL Airborne Geoscience Workshop. 4] Szegedy, Christian, et al. When does label smoothing help?

Deep Learning 59

Deep Learning Deep Learning Support Vector Machines Machine Learning 59