uci_data_loader v0.1.4 UCIDataLoader

UCI module has method that load of data from UCI repository.

#iex> UCIDataLoader.load_iris
#%UCIDataLoader {
#  data:  [[5.1, 3.5, 1.4, 0.2], [4.9, 3.0, 1.4, 0.2], [4.7, 3.2, 1.3, 0.2], ...],
#  target_all_name: ["Iris-setosa", "Iris-setosa", "Iris-setosa", "Iris-setosa", ...],
#  target_names: ["Iris-setosa", "Iris-versicolor", "Iris-virginica"],
#  length: 4,
#  amount: 150,
#  cluster_num: 3,
#  each_amount: [50, 50, 50],
#}

Link to this section Summary

Functions

Data load from abalone in UCI repository

Data load from iris in UCI repository

Data load from wine in UCI repository

Data load from wine quality red in UCI repository

Data load from wine quality white in UCI repository

This method do n times Sampling with Replacement

Link to this section Functions

Data load from abalone in UCI repository.

refer

http://archive.ics.uci.edu/ml/datasets/Abalone

Data load from iris in UCI repository.

refer

http://archive.ics.uci.edu/ml/datasets/Iris

Data load from wine in UCI repository.

refer

http://archive.ics.uci.edu/ml/datasets/Wine

Link to this function load_wine_quality_red()

Data load from wine quality red in UCI repository.

refer

http://archive.ics.uci.edu/ml/datasets/Wine+Quality

Link to this function load_wine_quality_white()

Data load from wine quality white in UCI repository.

refer

http://archive.ics.uci.edu/ml/datasets/Wine+Quality

Link to this function sampling_with_replace(datasets, n)

This method do n times Sampling with Replacement.