uci_data_loader v0.1.3 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 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
Link to this function
load_iris()
Data load from iris in UCI repository.
refer
http://archive.ics.uci.edu/ml/datasets/Iris
Link to this function
load_wine()
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.