/ML-Lab

Programs for Machine Learning Lab.(20CS67L)

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ML-Lab

Programs for Machine Learning Lab (20CS67L)

  • 1) Best First search and 3D plot

  • 2) A* and Contour Plot

  • 3) Heatmap and minimax Algo

  • 4) Box Plot and minimax Algo(Alpha beta)

  • 5) Naive Bayes Classifier with Titanic Dataset

  • 6) KNN with Glass dataset(Euclidean)

  • 7) KNN with fruit dataset(Manhattan)

  • 8) Kmeans with iris dataset

  • 9) Agglomerative clustering based on single-linkage, complete-linkage criteria

  • 10) Principal Component Analysis(PCA) and Linear Discriminant Analysis(LDA) algorithms.