| Package | Description |
|---|---|
| tech.tablesaw.api | |
| tech.tablesaw.api.ml.association | |
| tech.tablesaw.api.ml.classification | |
| tech.tablesaw.filtering | |
| tech.tablesaw.mapping | |
| tech.tablesaw.store | |
| tech.tablesaw.table |
| Modifier and Type | Method and Description |
|---|---|
CategoryColumn |
CategoryColumn.appendString(CategoryColumn append)
Return a copy of this column with the given string appended
|
CategoryColumn |
CategoryColumn.appendString(String append)
Return a copy of this column with the given string appended
|
CategoryColumn |
CategoryColumn.copy() |
CategoryColumn |
DateColumn.dayOfWeek() |
CategoryColumn |
DateTimeColumn.dayOfWeek() |
CategoryColumn |
CategoryColumn.emptyCopy() |
CategoryColumn |
CategoryColumn.emptyCopy(int rowSize) |
CategoryColumn |
DateColumn.month() |
CategoryColumn |
DateTimeColumn.monthName() |
CategoryColumn |
CategoryColumn.replaceAll(String[] regexArray,
String replacement)
Creates a new column, replacing each string in this column with a new string formed by
replacing any substring that matches the regex
|
CategoryColumn |
CategoryColumn.selectIf(StringPredicate predicate) |
CategoryColumn |
CategoryColumn.tokenizeAndRemoveDuplicates() |
CategoryColumn |
CategoryColumn.tokenizeAndSort()
Splits on Whitespace and returns the lexicographically sorted result
|
CategoryColumn |
CategoryColumn.tokenizeAndSort(String separator) |
CategoryColumn |
CategoryColumn.unique()
Returns a new Column containing all the unique values in this column
|
| Modifier and Type | Method and Description |
|---|---|
CategoryColumn |
CategoryColumn.appendString(CategoryColumn append)
Return a copy of this column with the given string appended
|
Table |
Table.countBy(CategoryColumn column) |
| Constructor and Description |
|---|
AssociationRuleMining(IntColumn sets,
CategoryColumn items,
double support) |
FrequentItemset(IntColumn sets,
CategoryColumn items,
double support) |
FrequentItemset(ShortColumn sets,
CategoryColumn items,
double support) |
| Modifier and Type | Method and Description |
|---|---|
static Lda |
Lda.learn(CategoryColumn labels,
double[] priors,
double tolerance,
NumericColumn... predictors) |
static Lda |
Lda.learn(CategoryColumn labels,
double[] priors,
NumericColumn... predictors) |
static LogisticRegression |
LogisticRegression.learn(CategoryColumn labels,
double lambda,
double tolerance,
int maxIters,
NumericColumn... predictors) |
static LogisticRegression |
LogisticRegression.learn(CategoryColumn labels,
double lambda,
NumericColumn... predictors) |
static Lda |
Lda.learn(CategoryColumn labels,
NumericColumn... predictors) |
static LogisticRegression |
LogisticRegression.learn(CategoryColumn labels,
NumericColumn... predictors) |
static RandomForest |
RandomForest.learn(int nTrees,
CategoryColumn classes,
NumericColumn... columns) |
static DecisionTree |
DecisionTree.learn(int nTrees,
CategoryColumn classes,
NumericColumn... columns) |
static Knn |
Knn.learn(int k,
CategoryColumn labels,
NumericColumn... predictors) |
ConfusionMatrix |
RandomForest.predictMatrix(CategoryColumn labels,
NumericColumn... predictors) |
ConfusionMatrix |
Lda.predictMatrix(CategoryColumn labels,
NumericColumn... predictors) |
ConfusionMatrix |
DecisionTree.predictMatrix(CategoryColumn labels,
NumericColumn... predictors) |
ConfusionMatrix |
Knn.predictMatrix(CategoryColumn labels,
NumericColumn... predictors) |
ConfusionMatrix |
LogisticRegression.predictMatrix(CategoryColumn labels,
NumericColumn... predictors) |
| Constructor and Description |
|---|
CategoryConfusionMatrix(CategoryColumn labelColumn,
SortedSet<String> labels) |
| Constructor and Description |
|---|
StringIsIn(ColumnReference reference,
CategoryColumn filterColumn) |
StringIsNotIn(ColumnReference reference,
CategoryColumn filterColumn) |
| Modifier and Type | Method and Description |
|---|---|
default CategoryColumn |
StringMapUtils.abbreviate(int maxWidth) |
default CategoryColumn |
StringMapUtils.commonPrefix(Column column2) |
default CategoryColumn |
StringMapUtils.commonSuffix(Column column2) |
default CategoryColumn |
StringMapUtils.join(Column column2,
String delimiter) |
default CategoryColumn |
StringMapUtils.lowerCase() |
default CategoryColumn |
StringMapUtils.padEnd(int minLength,
char padChar) |
default CategoryColumn |
StringMapUtils.padStart(int minLength,
char padChar) |
default CategoryColumn |
StringMapUtils.replaceAll(String regex,
String replacement) |
default CategoryColumn |
StringMapUtils.replaceFirst(String regex,
String replacement) |
default CategoryColumn |
StringMapUtils.substring(int start) |
default CategoryColumn |
StringMapUtils.substring(int start,
int end) |
default CategoryColumn |
StringMapUtils.trim() |
default CategoryColumn |
StringMapUtils.upperCase()
String utility functions.
|
| Modifier and Type | Method and Description |
|---|---|
static CategoryColumn |
StorageManager.readCategoryColumn(String fileName,
ColumnMetadata metadata) |
| Modifier and Type | Method and Description |
|---|---|
static void |
StorageManager.writeColumn(String fileName,
CategoryColumn column)
Writes out the values of the category column encoded as ints to minimize the time required for subsequent reads
|
| Modifier and Type | Method and Description |
|---|---|
default CategoryColumn |
Relation.categoryColumn(int columnIndex) |
CategoryColumn |
TemporaryView.categoryColumn(int columnIndex) |
default CategoryColumn |
Relation.categoryColumn(String columnName) |
CategoryColumn |
TemporaryView.categoryColumn(String columnName) |
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