ML @ CMU

NOVEMBER 7, 2024

Since landmines are not used randomly but under war logic , Machine Learning can potentially help with these surveys by analyzing historical events and their correlation to relevant features. Validation results in Colombia. Each entry is the mean (std) performance on validation folds following the block cross-validation rule.

Clustering 154

Clustering Cross Validation Machine Learning Machine Learning 154

Mlearning.ai

FEBRUARY 15, 2023

Figure 1 Preprocessing Data preprocessing is an essential step in building a Machine Learning model. Deep ensemble learning models utilise the benefits of both deep learning and ensemble learning to produce a model with improved generalisation performance. Ensemble deep learning: A review. and Schutze H.,

Cross Validation 52

Cross Validation Decision Trees Algorithm Natural Language Processing 52

Ocean Protocol

SEPTEMBER 29, 2023

By leveraging cross-validation, we ensured the model’s assessment wasn’t reliant on a singular data split. Summary This challenge showed a great experiment testing machine learning tactics applied to a real-world entertainment industry.

Cross Validation 59

Cross Validation Predictive Analytics Exploratory Data Analysis EDA 59

Heartbeat

JUNE 14, 2023

International conference on machine learning. Measuring Calibration in Deep Learning. 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.

Deep Learning 59

Deep Learning Deep Learning Support Vector Machines Machine Learning 59

Flipboard

JANUARY 24, 2025

We used LASSO regression and 20-fold cross-validation to screen for the variables with the greatest predictive value. The dataset was divided into training and validation sets in a 7:3 ratio, and SMOTE was used to expand the training set with a ratio of 1:1.

Machine Learning 65

Machine Learning Machine Learning Cross Validation 65

DrivenData Labs

MAY 1, 2025

Solvers used 2016 demographics, economic circumstances, migration, physical limitations, self-reported health, and lifestyle behaviors to predict a composite cognitive function score in 2021. Next, for participants who had been tested in 2016, I estimated their 2021 scores by adding the predicted score difference to their 2016 scores.

Decision Trees 147

Decision Trees Clustering Algorithm Machine Learning 147