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Customizing graphs
cex() function, curves, polygon,
Basics of Graphs
Scatter plot, lines, points, legends
Input output reading and writing files
scan, readline, print, cat, connections and more
functions in R
Default Values for Argument, Return Values, Deciding Whether to explicitly call return- Returning Complex Objects, Functions are Objects, No Pointers in R
Conditional Statements in r
if, if_else, for, while, break, next, repeat
Factors
Factors- Uses and applications on murders dataset
Questions and Answers on vectors, matrices, Data-frames,lists
Questions and Answer from previous question papers
Lists
creating a list, accessing elements of the list, removing elements from the list, applying functions on the list.
Matrices and Arrays
creating matrix, access a matrix, functions on matrix, naming a matrix, creating and accessing arrays
Vectors Part 3
Numeric vectors-Vector arithmetic,Testing Vector equality, Names function, character vectors, String manipulation functions on character vectors
Vectors Part 2
accessing elements, Different methods for creating vectors,Recycling, Dealing with NA, filtering
Data structures in R and Vectors part 1
1) 6 Data structures in R,
2) Vectors part 1:
2.1 Six data types (classes) of atomic vectors.
2.2Type conversion of atomic vectors
DBSCAN
Iris dataset is partitioned into clusters using density based clustering-DBSCAN
experiment 11: Mini project - Comparing classifiers
First basic data preprocessing is performed. Then 2 classifiers are compared based on accuracy.