Distance definition on numerical column(s), like for instance Euclidean or Manhattan distance. Parameters for missing value handling and normalization can be set depending on the selected distance function.
Options
Popular Predecessors
- Numeric Distances6 %
- Normalizer6 %
- CSV Reader3 %
String To Number2 %- GroupBy2 %
- Column Filter2 %
K Nearest Neighbor (Distance Function)2 %Table Reader2 %Database Reader2 %File Reader2 %- Partitioning2 %
Excel Reader (XLS)2 %XLS Reader1 %- Inject Variables (Data)1 %
- k-Medoids1 %
- Math Formula1 %
- Missing Value Column Filter1 %
- Mahalanobis Distance1 %
Linear Correlation1 %- Scatter Plot (JavaScript)1 %
- Data Explorer1 %
Concatenate (Optional in)< 1 %Number To String< 1 %- Data Generator< 1 %
- K Nearest Neighbor (Distance Function)< 1 %
- File Reader< 1 %
PCA< 1 %- Geo-Coordinate Row Filter< 1 %
- Normalizer (PMML)< 1 %
- Java Snippet (simple)< 1 %
- Numeric Outliers< 1 %
- Group Loop Start< 1 %
- k-Means< 1 %
- Rule-based Row Filter< 1 %
- R Snippet< 1 %
- Table Creator< 1 %
- Hierarchical Clustering< 1 %
- DBSCAN< 1 %
- Concatenate< 1 %
- Reference Column Filter< 1 %
- Reference Row Filter< 1 %
- RDKit Descriptor Calculation< 1 %
- K Nearest Neighbor< 1 %
- Excel Reader< 1 %
PCA Apply< 1 %- Category to Number< 1 %
Column Appender< 1 %- Correlation Filter< 1 %
- Missing Value< 1 %
- String Manipulation< 1 %
Color Appender< 1 %- Math Formula (Multi Column)< 1 %
- Parameter Optimization Loop Start< 1 %
- Number to String< 1 %
- Cross Joiner< 1 %
- Normalizer (Apply)< 1 %
- Linear Correlation< 1 %
- Scorer< 1 %
- Table Editor (JavaScript)< 1 %
- R Snippet< 1 %
- ARFF Reader< 1 %
CSV Reader< 1 %- X-Partitioner< 1 %
- Cluster Assigner< 1 %
- Decision Tree Predictor< 1 %
- Column Renamer (Dictionary)< 1 %
- Column Resorter< 1 %
- One to Many< 1 %
Row Splitter (deprecated)< 1 %Row Filter (deprecated)< 1 %Joiner< 1 %Column Rename< 1 %- RowID< 1 %
- Row Sampling< 1 %
- Sorter< 1 %
- Table Transposer< 1 %
- Rule Engine< 1 %
- Rule-based Row Splitter< 1 %
- Statistics< 1 %
- Color Manager< 1 %
- Distance Matrix Calculate< 1 %
- Similarity Search< 1 %
Excel Reader (XLS)< 1 %- Document Vector< 1 %
- Silhouette Coefficient< 1 %
- PCA Apply< 1 %
- PCA< 1 %
- String to Number< 1 %
- Duplicate Row Filter< 1 %
- Shape Manager< 1 %
- Column Expressions (legacy)< 1 %
Excel Reader (XLS)< 1 %- Table View (JavaScript)< 1 %
Python Script (1⇒1)< 1 %- File Reader (Complex Format)< 1 %
- Table Reader< 1 %
- Joiner< 1 %
- Denormalizer< 1 %
- Create Byte Vector< 1 %
- Nominal Value Row Filter< 1 %
- Pivot< 1 %
- Parallel Chunk Start< 1 %
- R Source (Table)< 1 %
Rank Correlation< 1 %- Row Filter (Labs)< 1 %
- Document Data Extractor< 1 %
- Column Rename (Regex)< 1 %
- Number Rounder< 1 %
- Vocabulary Extractor (legacy)< 1 %
- Document Vector Applier< 1 %
Python Script (1⇒1)< 1 %- Category to Number (Apply)< 1 %
- Constant Value Column Filter< 1 %
- Weka Cluster Assigner (3.7)< 1 %
- String to Date&Time< 1 %
- Time Difference (legacy)< 1 %
- Fingerprint Similarity< 1 %
- Strings to Binary Objects< 1 %
- Gradient Boosted Trees Predictor (Regression)< 1 %
- t-SNE (L. Jonsson)< 1 %
Column Distance< 1 %- Outlier Removal< 1 %
- Chunk Loop Start< 1 %
Regression Predictor< 1 %- SMOTE< 1 %
- Simple Regression Tree Predictor< 1 %
- Distance Matrix Pair Extractor< 1 %
- Column Auto Type Cast< 1 %
- Domain Calculator< 1 %
- Low Variance Filter< 1 %
- Column Splitter< 1 %
- Distance Matrix Reader< 1 %
- Category to Class< 1 %
- Column Filter (legacy)< 1 %
- Node Adjacency Matrix< 1 %
- Date&Time Difference< 1 %
- RDKit Fingerprint< 1 %
- WAV Reader< 1 %
- Entropy Scorer< 1 %
- Numeric Binner< 1 %
- Extract Table Dimension< 1 %
- Spark Line Appender< 1 %
- Word Vector Apply (legacy)< 1 %
- IDF< 1 %
- Integer Input (legacy)< 1 %
- Fingerprints< 1 %
- Add Empty Rows< 1 %
- Column Filter (PMML)< 1 %
- Molecule Type Cast< 1 %
- Heatmap (JavaScript)< 1 %
- JSON to Table< 1 %
- Split Collection Column< 1 %
- Java Snippet< 1 %
K Nearest Neighbor< 1 %PCA Compute< 1 %- Create Bit Vector< 1 %
- Column Aggregator< 1 %
- Double to Integer< 1 %
- Equal Size Sampling< 1 %
- HiLite Row Splitter< 1 %
- Shuffle< 1 %
- Cache< 1 %
- Visual 2D Data Generator< 1 %
- MoSS MCSS Molecule Similarity< 1 %
- NGram Creator< 1 %
- Term Vector< 1 %
Python Script (2⇒1)< 1 %- Extract Time Window (legacy)< 1 %
- Distance (3-D)< 1 %
- Create Collection Column< 1 %
Counting Loop Start< 1 %- Naive Bayes Learner< 1 %
- Fuzzy c-Means< 1 %
- MDS (DistMatrix)< 1 %
- MDS< 1 %
- MultiLayerPerceptron Predictor< 1 %
- Regression Predictor< 1 %
- Numeric Scorer< 1 %
- PCA Compute< 1 %
- Random Forest Predictor< 1 %
- Random Forest Predictor (Regression)< 1 %
- Cell Splitter< 1 %
- Column Comparator< 1 %
- Number to Category (Apply)< 1 %
- Lag Column< 1 %
- Constant Value Column< 1 %
- Extract Missing Value Cause< 1 %
- Filter Apply< 1 %
- Numeric Binner (PMML)< 1 %
- Denormalizer (PMML)< 1 %
- Number to String (PMML)< 1 %
- Numeric Row Splitter< 1 %
- String Replacer< 1 %
String Replace (Dictionary)< 1 %- Unpivot< 1 %
- Value Counter< 1 %
- Cronbach Alpha< 1 %
- Numeric Outliers (Apply)< 1 %
- IF Switch< 1 %
- Enrichment Plotter (legacy)< 1 %
- HiLite Table (legacy)< 1 %
- Shape Appender< 1 %
- Save Workflow< 1 %
- Distance Matrix Writer< 1 %
- 3D Scatter Plot (Plotly)< 1 %
- TF< 1 %
- Dml Document Parser< 1 %
- Word Parser< 1 %
Bag of Words Creator< 1 %- Term to String< 1 %
Column Filter Configuration< 1 %JSON Reader< 1 %- R to Table< 1 %
- Date&Time to String< 1 %
- UNIX Timestamp to Date&Time< 1 %
- Create Date&Time Range< 1 %
- Date&Time-based Row Filter< 1 %
- Date/Time Shift (legacy)< 1 %
- Date Field Extractor (legacy)< 1 %
- Moving Aggregator< 1 %
- Moving Average< 1 %
- String to Date/Time (legacy)< 1 %
- Fingerprint Similarity< 1 %
- Latitude/Longitude to Coordinate< 1 %
- Distance (1-D)< 1 %
- Vector Distance (2-D)< 1 %
- Normalize Plates (Z-Score)< 1 %
- Active Branch Inverter< 1 %
- Table Column to Variable< 1 %
- Hierarchical Cluster Assigner (local)< 1 %
- Hierarchical Cluster Assigner< 1 %
- Expand Bit Vector< 1 %
- Bootstrap Sampling< 1 %
- Column Appender< 1 %
- Table Validator< 1 %
- Table Manipulator< 1 %
- String to Number (PMML)< 1 %
- Ungroup< 1 %
- Single sample t-test< 1 %
- DB Reader< 1 %
- DB Query Reader< 1 %
- Matrix Distance< 1 %
- OSM Map to Image< 1 %
- Punctuation Erasure< 1 %
- Scorer (JavaScript)< 1 %
- Python Script (legacy)< 1 %
- Date&Time Part Extractor< 1 %
- XGBoost Predictor (Regression)< 1 %
- RDKit To Molecule< 1 %
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