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
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- Numeric Distances5 %
- CSV Reader4 %
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- GroupBy4 %
- File Reader2 %
String To Number2 %- k-Means1 %
- Missing Value1 %
K Nearest Neighbor (Distance Function)1 %- Excel Reader1 %
Table Reader1 %Database Reader1 %File Reader1 %- DBSCAN1 %
Excel Reader (XLS)1 %XLS Reader1 %- Inject Variables (Data)< 1 %
- Row Filter< 1 %
- k-Medoids< 1 %
- Math Formula< 1 %
- X-Partitioner< 1 %
- Partitioning< 1 %
- Missing Value Column Filter< 1 %
- Distance Matrix Calculate< 1 %
- Mahalanobis Distance< 1 %
Linear Correlation< 1 %- Table Transposer< 1 %
- Rule Engine< 1 %
- Scatter Plot (JavaScript)< 1 %
- Data Explorer< 1 %
Concatenate (Optional in)< 1 %Number To String< 1 %- Normalizer (PMML)< 1 %
- Data Generator< 1 %
- K Nearest Neighbor (Distance Function)< 1 %
- Table Editor (JavaScript)< 1 %
PCA< 1 %- Row Sampling< 1 %
- Geo-Coordinate Row Filter< 1 %
Column Rename< 1 %- Java Snippet (simple)< 1 %
- String to Number< 1 %
- Numeric Outliers< 1 %
- Group Loop Start< 1 %
- Rule-based Row Filter< 1 %
- R Snippet< 1 %
- Number to String< 1 %
- Table Creator< 1 %
- Hierarchical Clustering< 1 %
- Concatenate< 1 %
- Reference Column Filter< 1 %
- Row Splitter< 1 %
- Reference Row Filter< 1 %
- RDKit Descriptor Calculation< 1 %
- K Nearest Neighbor< 1 %
PCA Apply< 1 %- Category to Number< 1 %
Column Appender< 1 %- Correlation Filter< 1 %
- String Manipulation< 1 %
Color Appender< 1 %- Math Formula (Multi Column)< 1 %
- Parameter Optimization Loop Start< 1 %
- Normalizer (Apply)< 1 %
- Linear Correlation< 1 %
- Scorer< 1 %
- R Snippet< 1 %
- ARFF Reader< 1 %
CSV Reader< 1 %- Cluster Assigner< 1 %
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Joiner< 1 %- RowID< 1 %
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- Statistics< 1 %
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Excel Reader (XLS)< 1 %- Document Vector< 1 %
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- PCA< 1 %
- Duplicate Row Filter< 1 %
- Shape Manager< 1 %
- Column Expressions< 1 %
- Table View (JavaScript)< 1 %
Python Script (1⇒1)< 1 %- File Reader (Complex Format)< 1 %
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- Joiner< 1 %
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- Pivot< 1 %
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Rank Correlation< 1 %Excel Reader (XLS)< 1 %- Row Filter (Labs)< 1 %
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- Column Rename (Regex)< 1 %
- Round Double< 1 %
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Python Script (1⇒1)< 1 %- Category to Number (Apply)< 1 %
- Constant Value Column Filter< 1 %
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- String to Date&Time< 1 %
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- 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 %
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- Category to Class< 1 %
- Column Filter (legacy)< 1 %
- Node Adjacency Matrix< 1 %
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- Word Vector Apply (legacy)< 1 %
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- Fingerprints< 1 %
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- Column Filter (PMML)< 1 %
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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 Apply< 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 %
- Cross Joiner< 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 %
- Extract Date&Time Fields< 1 %
- XGBoost Predictor (Regression)< 1 %
- RDKit To Molecule< 1 %
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