Table of Contents

Class DatasetStatistics<T>

Namespace
AiDotNet.Models
Assembly
AiDotNet.dll

Statistical summary of a dataset.

public class DatasetStatistics<T>

Type Parameters

T

The numeric data type used for calculations.

Inheritance
DatasetStatistics<T>
Inherited Members

Properties

CategoricalStats

Gets or sets the categorical column statistics.

public Dictionary<string, CategoricalColumnStats> CategoricalStats { get; set; }

Property Value

Dictionary<string, CategoricalColumnStats>

ColumnCount

Gets or sets the column count.

public int ColumnCount { get; set; }

Property Value

int

MissingValues

Gets or sets the missing values per column.

public Dictionary<string, long> MissingValues { get; set; }

Property Value

Dictionary<string, long>

NumericStats

Gets or sets the numeric column statistics.

public Dictionary<string, NumericColumnStats<T>> NumericStats { get; set; }

Property Value

Dictionary<string, NumericColumnStats<T>>

RecordCount

Gets or sets the record count.

public long RecordCount { get; set; }

Property Value

long