UCI_datasets: UCI Machine Learning Repository Available Datasets

In emmal73/readUCI: Read Data from the UCI Database

Description

UCI Machine Learning Repository Available Datasets

Usage

UCI_datasets

Format

name

The name of the dataset.

data_types

The types of data in the dataset. Can include Multivariate, Univariate, Sequential, Time-Series, Text, Domain-Theory, etc.

default_task

The default task of the dataset. Can include Classification, Regression, Clustering, etc.

attribute_types

The attribute types of the dataset. Can include Categorical, Integer, and Real.

num_instances

The number of instances (observations) in the dataset.

num_attributes

The number of attributes (variables) in the dataset.

year

The year the dataset is from.

Source

(https://archive.ics.uci.edu/ml/datasets.php)

Examples

## Not run: 
UCI_datasets %>%
filter(Categorical %in% attribute_types)
## End(Not run)
## Not run: 
UCI_datasets %>%
group_by(data_types) %>%
count()
## End(Not run)

emmal73/readUCI documentation built on Dec. 24, 2019, 1:29 p.m.