Websoft independent modeling of class analogy (SIMCA)[12] and artificial neural network (ANN). Received 18 May 2007; accepted 16 February 2008. Address correspondence to Yong He, College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310029, China. E-mail: [email protected] Web15 Feb 2024 · The multivariate technique SIMCA (soft independent modeling of class analogy) has been applied to the classification of foodstuffs on the basis of gas …
Probability of Identification: Adulteration of American Ginseng …
Soft independent modelling by class analogy (SIMCA) is a statistical method for supervised classification of data. The method requires a training data set consisting of samples (or objects) with a set of attributes and their class membership. The term soft refers to the fact the classifier can identify samples as … See more In order to build the classification models, the samples belonging to each class need to be analysed using principal component analysis (PCA); only the significant components are retained. For a given class, … See more SIMCA as a method of classification has gained widespread use especially in applied statistical fields such as chemometrics and … See more WebStudies on the use of statistical data analysis methods for the classification of an ignitable liquid residues such as a combined method of target factor analysis with a Bayesian … lycoming county mall stores
Rapid, Non-Destructive, Textile Classification Using SIMCA on …
WebSoft independent modeling of class analogy (SIMCA) is used for data processing. Maize grains classification... Cite Similar publications Identification of Dead and Sound Knots by near Infrared... WebIn this work, we carried out a study to develop classification models using support vector machines (SVM) applied to near infrared (NIR) spectroscopy data to determine the presence of naphthenic oil and/or vegetable oil in paraffin-based oils such as base oil and engine lubricant oil and the results were compared with those obtained with soft … WebBecause the low availability and high costs of medium powders limit the sample sizes for such experiments, 5 groups of simulated data sets were generated based on the … lycoming county mdj