Interface | Description |
---|---|
CrossValidationActions |
Actions which the caller must implement to use Cross Validation.
|
CrossValidationNetwork |
The result of learning on a single cross validation training partitioning.
|
CrossValidationScore |
Interface for cross validation scores.
|
CrossValidationTestResult |
Interface for cross validation test results.
|
DataProgress |
Reports progress on the number of cases read.
|
DataReader |
Interface for reading data row by row.
|
DataReaderCommand |
Interface used by
EvidenceReader in order to read data multiple times. |
DataReaderFilter |
Interface to determine whether records should be filtered in a data reader.
|
DataRecord |
Interface for reading the values from a row of data.
|
EvidenceReader |
A data set iterator, that can be read multiple times.
|
EvidenceReaderCommand |
Interface used to create instances of
EvidenceReader . |
EvidenceReaderCommandFactory |
Creates evidence reader commands, for repeated iterating of a data set/partition of a data set.
|
ExecuteEvidenceReader |
Used to receive notification of a new Evidence reader being created from an evidence reader command.
|
ReadOptions |
Provides information to
EvidenceReader.read(com.bayesserver.inference.Evidence, com.bayesserver.data.ReadOptions) . |
Class | Description |
---|---|
CrossValidation |
Allows test metrics/scores to be calculated using cross validation.
|
CrossValidationOutput |
Details of a Cross-Validation partition.
|
DatabaseDataReaderCommand |
Provides a default implementation of
DataReaderCommand for reading databases. |
DataColumn |
Class that represents an memory column of data.
|
DataColumnCollection |
Represents a collection of columns in a DataTable, a simple in-memory data store.
|
DataPartitioning |
Determines how data is partitioned.
|
DataProgressEventArgs |
Used to provide progress on how many cases have been read.
|
DataReaderCommandFiltered |
Wraps an existing data reader command while filtering records.
|
DataReaderFiltered |
Wraps an existing data reader while filtering records.
|
DataRow |
Represents a row of data in a DataTable, a simple in-memory data store.
|
DataRowCollection |
A collection of rows in a DataTable, a simple in-memory data store.
|
DataTable |
A simple in memory data structure which can be used as an alternative to a data store (such as a database).
|
DataTableDataReaderCommand |
A DataReaderCommand backed by a DataTable.
|
DataTableEvidenceReaderCommandFactory |
A default implementation of
EvidenceReaderCommandFactory based on a DataTable and a simple partitioning scheme based on a partition column. |
DataTableReader |
Allows a DataTable to be read as a DataReader.
|
DefaultCrossValidationNetwork |
Default basic implementation of
ICrossValidationNetwork . |
DefaultCrossValidationScore |
A default simple implementation of
ICrossValidationScore . |
DefaultCrossValidationTestResult |
A simple default implementation of
CrossValidationTestResult . |
DefaultDataReader |
Reads and validates non temporal and/or temporal data.
|
DefaultEvidenceReader |
Provides a default implementation of
EvidenceReader , used in Bayes Server for tasks such as parameter learning. |
DefaultEvidenceReaderCommand |
Creates instances of
EvidenceReader on demand. |
DefaultReadOptions |
Provides a default implementation of
ReadOptions . |
EvidenceReaderEventArgs |
Contains a reference to a reader created by a reader command.
|
NestedDataReader |
Allows nested table to be read using a
DefaultDataReader . |
NestedReadInfo |
Provides information about a nested table record.
|
PartitionDataReaderFilter |
A data reader filter based on an integer column, which can contain ids or a zero based partition identifier.
|
R2CrossValidationTestResult |
Represents the R Squared statistic (Coefficient of determination) on a partition of data.
|
ReaderOptions |
Options that apply to the reading of non temporal data.
|
ReadInfo |
Provides information about a non temporal record.
|
TemporalReaderOptions |
Options that apply to the reading of temporal data.
|
TemporalReadInfo |
Provides information about a temporal record.
|
VariableReference |
Identifies a
Variable and data binding information. |
Enum | Description |
---|---|
ColumnValueType |
Specifies the type of data in a column.
|
CrossValidationCombineMethod |
Ways of combining cross validation test results to form an overall cross validation score.
|
DataPartitionMethod |
Determines whether data is included or excluded from a
DataPartitioning . |
EmptyStringAction |
Determines the action to take when an empty string is encountered.
|
StateNotFoundAction |
Determines the action to take when a state name or value cannot be matched to a variable state.
|
TimeValueType |
The type of values stored in a time column.
|
Exception | Description |
---|---|
DataIOException |
Raised when an error occurs reading data from or writing data to a database, a file or other source.
|
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