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"Spatial linear discriminant analysis approaches for remote-sensing cla" by Thomas Suesse, Alexander Brenning et al.

Linear Discriminant Analysis (LDA) is a popular and simple classification tool that often outperforms more sophisticated modern machine learning techniques in remote sensing. We introduce a novel LDA method that uses spatial autocorrelation of all pixels of an object to be classified but also of other objects of the training set that are spatially close to improve classification performance. To simplify spatial modelling and model fitting, the methodology is applied to the transformed feature vectors. We term this method conditional spatial LDA. Much alike universal Kriging in geostatistical interpolation, the combined use of feature data and conditioning on labelled training data in conditional spatial LDA was best able to exploit the available geospatial data. The method is illustrated on a crop classification case study from the Aconcagua agricultural region in central Chile. ....

Discriminant Analysis , Conditional Classification , Ependent Data , Linear Discriminant Analysis , Semantic Classification , Spatial Autocorrelation ,

SSC CHSL Tier 1 Result Date 2023: Tier 2 Exam Date, New Sessionwise Exam Pattern

SSC CHSL Tier 1 Result Date 2023: Check when will the Staff Selection Commission will release the SSC CHSL Tier 1 Result 2023. Also, check the SSC CHSL Tier-2 exam dates, session-wise new exam pattern and syllabus. ....

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SSC CHSL 2023 Tier 1 Begins on 2nd August: Check Application Status, Admit Card, Syllabus, Exam Pattern, FAQs

SSC CHSL 2023 Tier 1 Begins on 2nd August: Check answers to frequently asked questions (FAQs) for SSC CHSL 2023 exam like admit card, application status, vacancies, eligibility, exam pattern, syllabus, salary, exam centres, recruitment, and selection ....

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SSC CGL 2023: Section-wise tips to prepare for Tier I exam

SSC CGL 2023: The examination comprises two stages. To do well in both stages, you have to study and do well primarily in four different test areas. ....

Scientific Research , Plane Geometry , Simple Interest , Compound Interest , Data Interpretation , Bar Graph , Pie Chart , Line Graph , Quadratic Equations , Semantic Analogy , Number Analogy , Figural Analogy , Semantic Classification , Number Classification , Figural Classification , Semantic Series , Number Series , Figural Series , Problem Solving , Word Building , Numerical Operations , Space Orientation , Space Visualization , Venn Diagrams , Figural Pattern , Embedded Figures ,

SSC CGL Tier 1 Exam 2021 to begin from August 13: Check exam pattern, important instructions and other details

SSC CGL Tier 1 Exam 2021 to begin from August 13: Check exam pattern, important instructions and other details
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