1.项目背景麻雀搜索算法(Sparrow Search Algorithm, SSA)是一种新型的群智能优化算法,在2020年提出,主要是受麻雀的觅食行为和反捕食行为的启发。在麻雀觅食的过程中,分为发现者(探索者)和加入者(追随者),发现者在种群中负责寻找食物并为整个麻雀种群提供觅食区域和方向,而加入者则是利用发现者来获取食物。为了获得...
A Python-based ML algorithm for the Gibbs free enegy of various intermediates on single atom catalysts atomlearningalgorithmdftmachinemloercatalystorrelectrochemistrysinglesvrhernrrco2rr UpdatedApr 5, 2022 Python Star7 Using ε-Support Vector Regression (ε-SVR) for identification of Linear Parameter Var...
Python code for common Machine Learning Algorithms random-forest svm linear-regression naive-bayes-classifier pca logistic-regression decision-trees lda polynomial-regression kmeans-clustering hierarchical-clustering svr knn-classification xgboost-algorithm Updated Dec 14, 2020 Jupyter Notebook Danko-Lab ...
该算法通过SVM实现对数据的分类或回归,而HDMR则用于处理高维数据的建模和表示。用户可以通过用户界面直观地输入数据、选择模型参数,并观察算法输出的结果。SVR_HDMR的优势在于其对高维数据的处理能力和模型的解释性,使用户能够更好地理解数据背后的模式和关联。A machine learning algorithm with user interface combining...
1.项目背景麻雀搜索算法(Sparrow Search Algorithm, SSA)是一种新型的群智能优化算法,在2020年提出,主要是受麻雀的觅食行为和反捕食行为的启发。在麻雀觅食的过程中,分为发现者(探索者)和加入者(追随者),发现者在种群中负责寻找食物并为整个麻雀种群提供觅食区域和方向,而加入者则是利用发现者来获取食物。为了获得...
[6]ZHANG Da-xing, PANZhi-geng, LI Hai-hua.Anovel wa-termarking algorithmin DCT domain to authenticate i magecontent[C]//Intelligent Computing and Intelligent Sys-tems.Shanghai, China:[s.n.], 2009:608-611. [7]LOU D C, LI UJ L, HU MC.Adaptive digital watermark-ing using neural net...
(CatBoost) regressor is an ensemble model based on the Gradient Boosting algorithm44. Boosting is an ensemble strategy that increases the accuracy of any given machine learning algorithm for both regression and classification tasks45,46. CatBoost can avoid overfitting, facilitates quick learning, and ...
ELM Extreme learning machine FA Firefly algorithm GRNN General regression neural network d Index of agreement GA Genetic algorithm GSA Gravitational search algorithm GWO Grey wolf optimization algorithm KELM Kernel extreme learning machine MCPD Maximum charge per delay MAPE Mean absolute percentage error NSE...
which makes it difficult to predict directly using the machine learning algorithm. In order to accurately predict the transient NOxemission, the complete ensemble empirical mode decomposition with adaptive noise (CEEMDAN) was applied to the diesel NOxtransient emission model. Combined with the efficient...
1.项目背景麻雀搜索算法(Sparrow Search Algorithm, SSA)是一种新型的群智能优化算法,在2020年提出,主要是受麻雀的觅食行为和反捕食行为的启发。在麻雀觅食的过程中,分为发现者(探索者)和加入者(追随者),发现者在种群中负责寻找食物并为整个麻雀种群提供觅食区域和方向,而加入者则是利用发现者来获取食物。为了获得...