Methods of Analysis of Data
Exercise 1
Reads the weather_nominal.arff file, prints all the possible rule combinations and for each rule calculates its trust and confidence. Usage: python parser.py
Exercise 2
Reads the iris.csv dataset, prints the euclidean distance and the cosine similiarity between every consecutive pair of points, and calculates the mean, median, variance and standard deviation for each attribute. Usage: python parser.py
Exercise 3
Reads the KarateClub.csv dataset and to represent and show a graph in an adjecency matrix. Calculates the mean,max and min degree of the graph. Shows an histogram of the distribution of the degree frequency. Usage: python parser.py