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17721.
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Pattern Recognition: Backpropagation Algorithm; Representational abilities of feedforward networks / P.S. Sastry by Series: NPTEL Lecture Series. Electronics And Communication Engineering Backpropagation Algorithm; Representational abilities of feedforward networks
Material type: Computer file Computer file; Format: electronic
Publication details: Bangalore Indian Insitiute of Science
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17722.
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Pattern Recognition: Feedforward networks for Classification and Regression; Backpropagation in Practice / P.S. Sastry by Series: NPTEL Lecture Series. Electronics And Communication Engineering Feedforward networks for Classification and Regression; Backpropagation in Practice
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Publication details: Bangalore Indian Insitiute of Science
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17723.
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Pattern Recognition: Radial Basis Function Networks; Gaussian RBF networks / P.S. Sastry by Series: NPTEL Lecture Series. Electronics And Communication Engineering Radial Basis Function Networks; Gaussian RBF networks
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Publication details: Bangalore Indian Insitiute of Science
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17724.
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Pattern Recognition: Learning Weights in RBF networks; K-means clustering algorithm / P.S. Sastry by Series: NPTEL Lecture Series. Electronics And Communication Engineering Learning Weights in RBF networks; K-means clustering algorithm
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Publication details: Bangalore Indian Insitiute of Science
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17725.
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Pattern Recognition: "Support Vector Machines -- Introduction, obtaining the optimal hyperplane" / P.S. Sastry by Series: NPTEL Lecture Series. Electronics And Communication Engineering "Support Vector Machines -- Introduction, obtaining the optimal hyperplane"
Material type: Computer file Computer file; Format: electronic
Publication details: Bangalore Indian Insitiute of Science
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17726.
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Pattern Recognition: SVM formulation with slack variables; nonlinear SVM classifiers / P.S. Sastry by Series: NPTEL Lecture Series. Electronics And Communication Engineering SVM formulation with slack variables; nonlinear SVM classifiers
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Publication details: Bangalore Indian Insitiute of Science
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17727.
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Pattern Recognition: Kernel Functions for nonlinear SVMs; Mercer and positive definite Kernels / P.S. Sastry by Series: NPTEL Lecture Series. Electronics And Communication Engineering Kernel Functions for nonlinear SVMs; Mercer and positive definite Kernels
Material type: Computer file Computer file; Format: electronic
Publication details: Bangalore Indian Insitiute of Science
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17728.
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Pattern Recognition: "Support Vector Regression and ?-insensitive Loss function, examples of SVM learning" / P.S. Sastry by Series: NPTEL Lecture Series. Electronics And Communication Engineering "Support Vector Regression and ?-insensitive Loss function, examples of SVM learning"
Material type: Computer file Computer file; Format: electronic
Publication details: Bangalore Indian Insitiute of Science
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17729.
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Pattern Recognition: Overview of SMO and other algorithms for SVM; ?-SVM and ?-SVR; SVM as a risk minimizer / P.S. Sastry by Series: NPTEL Lecture Series. Electronics And Communication Engineering Overview of SMO and other algorithms for SVM; ?-SVM and ?-SVR; SVM as a risk minimizer
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Publication details: Bangalore Indian Insitiute of Science
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17730.
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Pattern Recognition: Positive Definite Kernels; RKHS; Representer Theorem / P.S. Sastry by Series: NPTEL Lecture Series. Electronics And Communication Engineering Positive Definite Kernels; RKHS; Representer Theorem
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Publication details: Bangalore Indian Insitiute of Science
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17731.
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Pattern Recognition: Feature Selection and Dimensionality Reduction; Principal Component Analysis / P.S. Sastry by Series: NPTEL Lecture Series. Electronics And Communication Engineering Feature Selection and Dimensionality Reduction; Principal Component Analysis
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Publication details: Bangalore Indian Insitiute of Science
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17732.
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Pattern Recognition: No Free Lunch Theorem; Model selection and model estimation; Bias-variance trade-off / P.S. Sastry by Series: NPTEL Lecture Series. Electronics And Communication Engineering No Free Lunch Theorem; Model selection and model estimation; Bias-variance trade-off
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Publication details: Bangalore Indian Insitiute of Science
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17733.
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Pattern Recognition: Assessing Learnt classifiers; Cross Validation; / P.S. Sastry by Series: NPTEL Lecture Series. Electronics And Communication Engineering Assessing Learnt classifiers; Cross Validation;
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Publication details: Bangalore Indian Insitiute of Science
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17734.
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Pattern Recognition: "Bootstrap, Bagging and Boosting; Classifier Ensembles; AdaBoost" / P.S. Sastry by Series: NPTEL Lecture Series. Electronics And Communication Engineering "Bootstrap, Bagging and Boosting; Classifier Ensembles; AdaBoost"
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Publication details: Bangalore Indian Insitiute of Science
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17735.
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Pattern Recognition: Risk minimization view of AdaBoost / P.S. Sastry by Series: NPTEL Lecture Series. Electronics And Communication Engineering Risk minimization view of AdaBoost
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Publication details: Bangalore Indian Insitiute of Science
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17736.
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Ayurvedic Inheritance of India: Roots of Ayurveda / M. S. Valiathan by Series: NPTEL Lecture Series. General Roots of Ayurveda
Material type: Computer file Computer file; Format: electronic
Publication details: Madras Indian Insitiute of Technology
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17737.
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Ayurvedic Inheritance of India: Traditional Medicine in Buddhist India / M. S. Valiathan by Series: NPTEL Lecture Series. General Traditional Medicine in Buddhist India
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Publication details: Madras Indian Insitiute of Technology
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17738.
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Ayurvedic Inheritance of India: Period of Systematization / M. S. Valiathan by Series: NPTEL Lecture Series. General Period of Systematization
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Publication details: Madras Indian Insitiute of Technology
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17739.
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Ayurvedic Inheritance of India: Philosophical ideas in Ayurveda / M. S. Valiathan by Series: NPTEL Lecture Series. General Philosophical ideas in Ayurveda
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Publication details: Madras Indian Insitiute of Technology
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17740.
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Ayurvedic Inheritance of India: Human Body in Health / M. S. Valiathan by Series: NPTEL Lecture Series. General Human Body in Health
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Publication details: Madras Indian Insitiute of Technology
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