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UVA CS 4774: Machine Learning S3: Lecture 16 Extra
WebUVA CS 4774: Machine Learning S4: Lecture 21 Extra: (SVM Optimization and Dual basic) Dr. YanjunQi University of Virginia Department of Computer Science Module IV Extra What Left in SVM? qSupport Vector Machine (SVM) WebDr. Yanjun Qi / UVA CS 5 Today : Naïve Bayes Classifier for Text üDictionary based Vector space representation of text article üMultivariate Bernoulli vs. Multinomial üMultivariate Bernoulli naïve Bayes classifier §Testing §Training With Maximum Likelihood Estimation for estimating parameters üMultinomial naïve Bayes classifier §Testing how many children does john mellencamp have
UVA CS 4774: Machine Learning S4: Lecture 22 : Decision Tree …
WebUVA CS 4774: Machine Learning S5: Lecture 25 Extra: Unsupervised Clustering (III): Gaussian Mixture Model Dr. YanjunQi University of Virginia Department ofComputer Science Course Content Plan èRegarding Tasks qRegression (supervised) qLearning theory qClassification (supervised) qUnsupervised models qGraphical models qReinforcement … WebUVA CS 4774: Machine Learning S3: Lecture 16 Extra: Gaussian Generative Classifier & vs. Discriminative Classifier Dr. YanjunQi University of Virginia Department of Computer Science 10/18/20 Dr. Yanjun Qi / UVA CS 6316-450104 / f16 1. Roadmap: More GenerativeBayes Classifiers WebThe Minor in Data Science will expose students to the conceptual framework for the emerging field of data science, including four central areas of focus: analytics, systems (data engineering), design (communications), and value (ethics). These components combine to form the practice of data science. high school in thabazimbi