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Soft independent modelling of class analogies information


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 belonging to multiple classes and not necessarily producing a classification of samples into non-overlapping classes.

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Soft independent modelling of class analogies

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Soft independent modelling by class analogy (SIMCA) is a statistical method for supervised classification of data. The method requires a training data...

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Multivariate statistics

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Principal component analysis (PCA) Regression analysis Soft independent modelling of class analogies (SIMCA) Statistical interference Univariate analysis...

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Outline of machine learning

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regression Snakes and Ladders Soft independent modelling of class analogies Soft output Viterbi algorithm Solomonoff's theory of inductive inference SolveIT...

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Microfluidic modulation spectroscopy

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singular value decomposition, partial least squares, soft independent modeling of class analogy, and neural networks. CD, like conventional FTIR, also...

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Viscosity models for mixtures

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develop a new viscosity model, instead of improving the reigning model, it may lead to the first model in a new class of models. This article will display...

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Knowledge graph embedding

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block term tensor format to introduce the independent core tensor for ensemble boosting effects and the soft orthogonality for max-rank relational mapping...

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Technological singularity

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rather, it has led to a soft takeoff in the form of Moore's law. Naam further points out that the computational complexity of higher intelligence may...

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Criticism of Netflix

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the class members. The Terms of Use have since been amended with terms that indicate such a suit would not be possible in the future: These Terms of Use...

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Intelligent agent

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Magazine. Retrieved 21 June 2020. Bull, Larry (1999). "On model-based evolutionary computation". Soft Computing. 3 (2): 76–82. doi:10.1007/s005000050055. S2CID 9699920...

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IPod

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Chieco's proposal drew an analogy between the relationship of the spaceship to the smaller independent pods and that of a personal computer to its companion...

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Unconventional computing

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algorithm can be measured given a model of computation. Using a model allows studying the performance of algorithms independently of the variations that are specific...

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List of The Thick of It characters

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The Thick of It is a British television comedy programme that premiered in 2005 on BBC Four. The series satirises the inner workings of modern British...

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Periodic table

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are generally agreed by models, there is disagreement on whether the periodic table should be drawn to reflect chemical analogies, or if it should reflect...

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Hard disk drive

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write-assist nature of the soft layer. However, the thermal stability is determined only by the hardest layer and not influenced by the soft layer. Flux control...

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International relations

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think in terms of analogies. Bureaucratic politics – Looks at the role of the bureaucracy in decision-making, and sees decisions as a result of bureaucratic...

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A Vindication of the Rights of Woman

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efforts to vividly describe the condition of women within society, Wollstonecraft employs several different analogies. She often compares women to slaves,...

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Stephen Hawking

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2018, another of his final research studies, entitled Black Hole Entropy and Soft Hair, was published, and dealt with the "mystery of what happens to...

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Deep learning

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established, several analogies have been reported. For example, the computations performed by deep learning units could be similar to those of actual neurons...

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Quartz crystal microbalance

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February 3, 2013) Tutorial on modelling the behavior of the QCM at archive.today (archived January 6, 2013) The Principles of QCM-I with impedance analysis...

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Evolutionary computation

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is a family of algorithms for global optimization inspired by biological evolution, and the subfield of artificial intelligence and soft computing studying...

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Joaquin Phoenix

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Star Joaquin Phoenix Interview: 'You Hit Your Forties, You Get Soft. I'm So Scared Of That'". The Huffington Post. Archived from the original on August...

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Ontology

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lack the objective or mind-independent reality of natural phenomena like elementary particles, lions, and stars. In the fields of computer science, information...

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General relativity

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gravitational waves: ripples in the metric of spacetime that propagate at the speed of light. These are one of several analogies between weak-field gravity and electromagnetism...

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Bias in the introduction of variation

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Evolutionary Research". Quarterly Review of Biology. 68: 1–32. doi:10.1086/417909. S2CID 84402115. Some analogies may be helpful here. In explaining why...

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