Package smile.datasets

package smile.datasets

Built-in datasets. These datasets are useful for beginners to practice model building, visualization, and other data analytic operations.

Record Classes

Class	Description
Abalone	Predicting the age of abalone from physical measurements.
Ailerons	Ailerons benchmark data for regression on numerical features.
AutoMPG	Auto MPG dataset.
Bank32nh	Auto MPG dataset.
BitcoinPrice	Bitcoin Price history on a daily basis from April-28th, 2013 to Feb-20th, 2018.
BostonHousing	Boston housing dataset.
BreastCancer	Breast cancer dataset.
CalHousing	California housing dataset.
ColonCancer	Colon cancer dataset.
CPU	CPU dataset.
Default	Credit card default dataset.
Diabetes	Diabetes dataset.
Eurodist	Distances between European cities.
GaussianMixture	Synthetic Gaussian mixture dataset.
Hyphen	Hyphen sequence dataset.
ImageSegmentation	Image segmentation dataset.
Iris	Iris flower dataset.
Kin8nm	Robot arm simulation dataset.
LibrasMovement	LIBRAS movement dataset.
Longley	The classic 1967 Longley dataset.
MNIST	MNIST dataset.
PenDigits	Pen-based recognition of handwritten digits dataset.
Planes2D	2D planes synthetic dataset.
ProstateCancer	Prostate cancer dataset.
Protein	Protein sequence dataset.
Puma8NH	Pumadyn dataset.
SwissRoll	Swiss roll dataset.
SyntheticControl	Synthetic control time series.
USArrests	Violent crime rates by US state.
USPS	USPS handwritten text recognition dataset.
Weather	Toy weather dataset.
WeatherNominal	Toy weather dataset, of which all attributes are nominal.
WordNet	Words in WordNet datasets.