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BestTechie7d
Data Science Mastery 2025: From Analytics to AI-Driven Business Intelligence
Master data science in 2025. Complete guide to machine learning, big data analytics, Python programming, statistical modeling ...
SciELO11d
Assessing Emissions of Biogenic Volatile Organic Compounds and Their Correlation with Abiotic Factors in an Atlantic Forest Reserve Using Supervised Learning Methods
This study investigates the emissions of biogenic volatile organic compounds (BVOCs) in an Atlantic Forest fragment and examines their correlation ... Through cross-validation (Venetian blinds, 5 ...
Frontiers6mon
Integrative multi-omics approach using random forest and artificial neural network models for early diagnosis and immune infiltration characterization in ischemic stroke
In the study, we employed a random forest model ... violin plots in R using the ‘vioplot’ package. We explored the relationship between the discovered gene indication and the number of invading immune ...
Scientific Research Publishing10mon
Spatial Heterogeneity Modeling Using Machine Learning Based on a Hybrid of Random Forest and Convolutional Neural Network (CNN) ()
Focusing on spatial heterogeneity, we present a hybrid machine learning model combining two competitive algorithms: the Random Forest Regressor and CNN. The model is fine-tuned using cross validation ...
Scientific Research Publishing1y
A Hybrid Spatial Dependence Model Based on Radial Basis Function Neural Networks (RBFNN) and Random Forest (RF) ()
2.3. Random Forest Random forest is ... Next, we implemented a hybrid model to enhance the novelty and effectiveness of the work. 4.1. Results of Machine Learning Models The training stage involves ...
Frontiers2y
Integration of shapley additive explanations with random forest model for quantitative precipitation estimation of mesoscale convective systems
The interpretation of the output of the RF model of satellite-based QPE was further explored by using the Shapley Additive Explanations (SHAP) algorithm. Results showed that the correlation ... random ...