MLSandboxDatasets (GridGain 8.9.15)

java.lang.Object
- java.lang.Enum<MLSandboxDatasets>
- - org.apache.ignite.ml.util.MLSandboxDatasets

All Implemented Interfaces:

Serializable, Comparable<MLSandboxDatasets>
```
public enum MLSandboxDatasets
extends Enum<MLSandboxDatasets>
```
The names of popular datasets used in examples.

Enum Constant Summary

Enum Constants
Enum Constant and Description
`BOSTON_HOUSE_PRICES` The Boston house-prices dataset.
`CLEARED_MACHINES` The dataset is about different computers' properties based on https://archive.ics.uci.edu/ml/datasets/Computer+Hardware.
`ENGLISH_VS_SCOTTISH` Example from book Barber D.
`FRAUD_DETECTION` Fraud detection problem [part of whole dataset].
`GLASS_IDENTIFICATION` The preprocessed Glass dataset from the Machine Learning Repository https://archive.ics.uci.edu/ml/datasets/Glass+Identification There are 3 classes with labels: 1 {building_windows_float_processed}, 3 {vehicle_windows_float_processed}, 7 {headlamps}.
`IRIS` The full Iris dataset from Machine Learning Repository.
`MORTALITY_DATA` The health data is related to death rate based on; doctor availability, hospital availability, annual per capita income, and population density people per square mile.
`MOVIELENS` Movielens dataset with ratings.
`TITANIC` The Titanic dataset from Kaggle competition.
`TWO_CLASSED_IRIS` The 1st and 2nd classes from the Iris dataset.
`WHOLESALE_CUSTOMERS` Wholesale customers dataset.
`WINE_RECOGNITION` The Wine recognition data.

Method Summary

All Methods Static Methods Instance Methods Concrete Methods
Modifier and Type	Method and Description
`String`	`getFileName()`
`String`	`getSeparator()`
`boolean`	`hasHeader()`
`static MLSandboxDatasets`	`valueOf(String name)` Returns the enum constant of this type with the specified name.
`static MLSandboxDatasets[]`	`values()` Returns an array containing the constants of this enum type, in the order they are declared.

Methods inherited from class java.lang.Enum
clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf

Methods inherited from class java.lang.Object
getClass, notify, notifyAll, wait, wait, wait

- Enum Constant Detail
  - MOVIELENS
```
public static final MLSandboxDatasets MOVIELENS
```
    Movielens dataset with ratings.
  - IRIS
```
public static final MLSandboxDatasets IRIS
```
    The full Iris dataset from Machine Learning Repository.
  - TITANIC
```
public static final MLSandboxDatasets TITANIC
```
    The Titanic dataset from Kaggle competition.
  - TWO_CLASSED_IRIS
```
public static final MLSandboxDatasets TWO_CLASSED_IRIS
```
    The 1st and 2nd classes from the Iris dataset.
  - CLEARED_MACHINES
```
public static final MLSandboxDatasets CLEARED_MACHINES
```
    The dataset is about different computers' properties based on https://archive.ics.uci.edu/ml/datasets/Computer+Hardware.
  - MORTALITY_DATA
```
public static final MLSandboxDatasets MORTALITY_DATA
```
    The health data is related to death rate based on; doctor availability, hospital availability, annual per capita income, and population density people per square mile.
  - GLASS_IDENTIFICATION
```
public static final MLSandboxDatasets GLASS_IDENTIFICATION
```
    The preprocessed Glass dataset from the Machine Learning Repository https://archive.ics.uci.edu/ml/datasets/Glass+Identification There are 3 classes with labels: 1 {building_windows_float_processed}, 3 {vehicle_windows_float_processed}, 7 {headlamps}. Feature names: 'Na-Sodium', 'Mg-Magnesium', 'Al-Aluminum', 'Ba-Barium', 'Fe-Iron'.
  - WINE_RECOGNITION
```
public static final MLSandboxDatasets WINE_RECOGNITION
```
    The Wine recognition data. Could be found here.
  - BOSTON_HOUSE_PRICES
```
public static final MLSandboxDatasets BOSTON_HOUSE_PRICES
```
    The Boston house-prices dataset. Could be found here.
  - ENGLISH_VS_SCOTTISH
```
public static final MLSandboxDatasets ENGLISH_VS_SCOTTISH
```
    Example from book Barber D. Bayesian reasoning and machine learning. Chapter 10.
  - WHOLESALE_CUSTOMERS
```
public static final MLSandboxDatasets WHOLESALE_CUSTOMERS
```
    Wholesale customers dataset. Could be found here.
  - FRAUD_DETECTION
```
public static final MLSandboxDatasets FRAUD_DETECTION
```
    Fraud detection problem [part of whole dataset]. Could be found here.
- Method Detail
  - values
```
public static MLSandboxDatasets[] values()
```
    Returns an array containing the constants of this enum type, in the order they are declared. This method may be used to iterate over the constants as follows:
```
for (MLSandboxDatasets c : MLSandboxDatasets.values())
    System.out.println(c);
```
    Returns:
    
    an array containing the constants of this enum type, in the order they are declared
  - valueOf
```
public static MLSandboxDatasets valueOf(String name)
```
    Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (Extraneous whitespace characters are not permitted.)
    
    Parameters:
    
    name - the name of the enum constant to be returned.
    
    Returns:
    
    the enum constant with the specified name
    
    Throws:
    
    IllegalArgumentException - if this enum type has no constant with the specified name
    
    NullPointerException - if the argument is null
  - getFileName
```
public String getFileName()
```
  - hasHeader
```
public boolean hasHeader()
```
  - getSeparator
```
public String getSeparator()
```

Enum MLSandboxDatasets

Enum Constant Summary

Method Summary

Methods inherited from class java.lang.Enum

Methods inherited from class java.lang.Object

Enum Constant Detail

MOVIELENS

IRIS

TITANIC

TWO_CLASSED_IRIS

CLEARED_MACHINES

MORTALITY_DATA

GLASS_IDENTIFICATION

WINE_RECOGNITION

BOSTON_HOUSE_PRICES

ENGLISH_VS_SCOTTISH

WHOLESALE_CUSTOMERS

FRAUD_DETECTION

Method Detail

values

valueOf

getFileName

hasHeader

getSeparator