Unsupervised Learning - English
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- Machine Learning using R - old 2022 Tutorials - English
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1Supervised Learning
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Unsupervised Learning
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3Data Cleaning using R
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4Linear Discriminant Analysis in R
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5Quadratic Discriminant Analysis in R
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6Support Vector Machine using R
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7Logistic Regression using R
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8K-Means Clustering in R
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9Hierarchical Clustering in R
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10Decision Tree using R
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11Random Forest using R
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Outline:
Unsupervised Learning About unsupervised Learning and its types. Load the iris data set and necessary packages. About the applications of unsupervised learning. Plot the data set to find the features that separate the data points clearly. Perform k-means clustering on iris data set. Tabulate the data. Visualise the output in the console window. About Adjusted RAND Index. Measure the performance using Adjusted RAND Index.
Width: | 896 | Height: | 656 |
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Duration: | 00:10:07 | Size: | 5.5 MB |
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