Table 1 List of abbreviations
From: Machine learning methods for predicting residual strength in corroded oil and gas steel pipes
Terminology | Abbreviation | Terminology | Abbreviation |
|---|---|---|---|
Adaptive Neuro Fuzzy Inference System | ANFIS | K Nearest Neighbor | KNN |
Artificial Neural Networks | ANN | Kernel Principal Component Analysis | KPCA |
Back Propagation Neural Network | BPNN | Locally Linear Embedding | LLE |
Bayesian Regularized Artificial Neural Network | BRANN | Mean Absolute Error | MAE |
Cuckoo Search | CS | Mean Absolute Percentage Error | MAPE |
Deep Extreme Learning Machine | DELM | Multilayer Perceptron | MLP |
Decision Tree | DT | Multiple Objective Grey Wolf Optimizer | MOGWO |
Extreme Learning Machines | ELM | Multiple Objective Sparrow Search Algorithm | MOSSA |
Finite Element Analysis | FEA | Mean Squared Error | MSE |
Finite Element Method | FEM | Non-dominated Sorting Genetic Algorithms | NSGA |
Feedforward Neural Network | FFNN | Principal Component Analysis | PCA |
Fruit Fly Optimization Algorithm | FOA | Particle Swarm Optimization | PSO |
Genetic Algorithm | GA | Radial Basis Function Neural Network | RBFNN |
Generalized Additive Model | GAM | Random Forest | RF |
Generative Adversarial Networks | GAN | Root Mean Square Error | RMSE |
Gradient Boosting Decision Tree | GBDT | Relevance Vector Machine | RVM |
Gradient Boosting Machines | GBM | Subspace Clustered Neural Network | SSCN |
Genetic Programming | GP | Support Vector Machines | SVM |
Gaussian Process Regression | GPR | Support Vector Regression | SVR |
General Regression Neural Network | GRNN | Teaching-Learning-Based Optimization | TLBO |
Hybrid Teaching-Learning-Based Optimization | HTLBO | Tree-structured Parzen Estimator | TPE |
Improved Particle Swarm Optimization | IPSO | Whale Optimization Algorithm | WOA |
Isometric Feature Mapping | ISOMAP | eXtreme Gradient Boosting | XGBoost |
Extra Trees Regressor | ETR | Synthetic Minority Oversampling Technique | SMOTE |
Shapley Additive Explanations | SHAP | Local Interpretable Model-agnostic Explanations | LIME |
