Coded in C# .NET, Microsoft R Open
Playground
http://gerardnico.com/wiki/data_mining/weather
- Classification Tree (Decision tree learning)
Iris Flowers
http://archive.ics.uci.edu/ml/datasets/Iris
- Euclidean distance
- Average, Median, Standart Deviation
- Variance
- Normal Distribution
- Occurences
- CDF, PDF
- k-means algorithm
- SSE for k-means
- k-nearest neighbors algorithm
- Graphing of ocurences (Histogram), CDF, PDF, k-means scatter
Zachary's Karate Club
https://networkdata.ics.uci.edu/data.php?id=105
- Min, Max, Average degree of nodes
- Frequency, Relative frequency of degrees
- Histograms
- Closeness centrality
- Average clustering coefficient
- Random graph generation
- Floyd–Warshall algorithm , Dijkstra algorithm
- Barabási–Albert model
Actors And Movies
- One-mode projection
- Frequency, Relative frequency of degrees
- Degree centrality, average degree, average distance
Video Game Sales
https://www.kaggle.com/gregorut/videogamesales
- Average, Median, Standart Deviation
- Variance
- Normal Distribution
- Occurences
- CDF, PDF
- DSCAN Clustering
- QUALITY THRESHOLD (QT) Clustering