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Math Formula

StreamableKNIME Math Expression Node version 4.0.0.v201905311239 by KNIME AG, Zurich, Switzerland

This node evaluates a mathematical expression based on the values in a row. The computed results can be either appended as new column or be used to replace an input column. Available variables are the values in the corresponding row of the table (left list in the dialog). Commonly used functions are shown in the list "Mathematical Functions". There are also some constants available, such as pi (the ratio of the circumference of a circle to its diameter), e (the base of the natural logarithms), the total number of rows in the table, and some other column based constants (constant category of functions).

This node uses JEP, the Java Math Expression Parser.

Column based constants such as COL_MIN(col_name) will be calculated in advance (if necessary).

You can reference the integer flow variables like this: $${IflowVar}$$, the floating point flow variables like this: $${DflowVar}$$.

Reference the columns with the form: $colName$

When any of the used columns contains a missing value, the result is missing, just like when the result would be NaN, infinite value, or outside of the 32 bit signed integer range when that is requested.

NaN values act as value true in boolean expressions and compared to anything (including NaN) in any way (including ==, but not !=, which is like !(... == ...)) is false (0).

Please note the expressions are case sensitive.

Options

Column List: Available numerical columns, which can be used as variables in the expression.
Flow Variable List: Available flow variables, which can be used as variables in the expression.
Category: The operator categories.
Function: A list of valid operators in the selected category.
Description: Short help about the operator.
Expression: The mathematical expression editor. You have completion available.
Append Column: The name of the column to append.
Replace Column: The column to be replaced.
Convert to Int: The result should be converted to an integer, or kept as a floating point number.

Input Ports

: Any input data

Output Ports

: Input data amended with math column.

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Cluster Assigner (< 1 %) Streamable
Fuzzy c-Means (< 1 %)
~~K Nearest Neighbor~~ (< 1 %) StreamableDeprecated
RProp MLP Learner (< 1 %)
Gradient Boosted Trees Predictor (Regression) (< 1 %) Streamable
~~Random Forest Learner~~ (< 1 %) Deprecated
Random Forest Learner (Regression) (< 1 %)
Random Forest Predictor (Regression) (< 1 %) Streamable
Simple Regression Tree Learner (< 1 %)
Case Converter (< 1 %) Streamable
Cell Splitter By Position (< 1 %) Streamable
CAIM Binner (< 1 %)
Edit Numeric Domain (< 1 %)
Filter Apply (< 1 %) Streamable
Ungroup (< 1 %) Streamable
Ruleset Editor (< 1 %) Streamable
Numeric Outliers (< 1 %)
~~Shapiro Wilk Normality Test~~ (< 1 %) Deprecated
Independent groups t-test (< 1 %)
Random Number Assigner (< 1 %)
Numeric Distances (< 1 %)
Distance Matrix Calculate (< 1 %)
k-Medoids (< 1 %)
Sunburst Chart (JavaScript) (< 1 %)
Send to Tableau Server (< 1 %)
Column Selection (< 1 %)
Feature Inserter (< 1 %)
~~Python Script (1⇒1)~~ (< 1 %) Deprecated
Python View (< 1 %)
Table to R (< 1 %)
Date&Time to legacy Date&Time (< 1 %) Streamable
Time Difference (legacy) (< 1 %)
RapidMiner Viewer (< 1 %)
TIBCO Spotfire File Writer (< 1 %)
Range Filter (< 1 %)
Normalize Plates (Z-Score) (< 1 %)
R Snippet (2:1) (< 1 %)
Pareto Ranking (< 1 %)
Split Collection Column (< 1 %)
Try (Data Ports) (< 1 %)
Interval Loop Start (< 1 %)
Generic Loop Start (< 1 %)
Recursive Loop End (2 ports) (< 1 %)
Variable Loop End (< 1 %)
Hierarchical Clustering (< 1 %)
MultiLayerPerceptron Predictor (< 1 %) Streamable
~~Logistic Regression Learner~~ (< 1 %) Deprecated
Random Forest Predictor (< 1 %) Streamable
Cell Splitter (< 1 %)
Column to Grid (< 1 %)
Filter Apply Row Splitter (< 1 %) Streamable
Normalizer (Apply) (< 1 %) Streamable
Normalizer (PMML) (< 1 %)
Reference Column Resorter (< 1 %) Streamable
Shuffle (< 1 %)
Rule Engine (Dictionary) (< 1 %) Streamable
One-way ANOVA (< 1 %)
Single sample t-test (< 1 %)
Paired t-test (< 1 %)
Create Temp Dir (< 1 %)
Extract Table Dimension (< 1 %)
Send Email (< 1 %)
HiLite Table (local) (< 1 %)
Parallel Coordinates (local) (< 1 %)
Color Appender (< 1 %)
Shape Manager (< 1 %)
Size Manager (< 1 %)
Parallel Chunk Start (< 1 %)
One Row to Many (< 1 %)
Histogram (JavaScript) (< 1 %)
Boosting Predictor Loop End (< 1 %)
Math Formula (Variable) (< 1 %)
HeatMap (JFreeChart) (< 1 %)
Pie Chart (JFreeChart) (< 1 %)
Bubble Chart (JFreeChart) (< 1 %)
Excel Reader (XLS) (< 1 %) Streamable
Term To String (< 1 %)
Weka Predictor (3.7) (< 1 %)
Google Sheets Updater (< 1 %)
Table to JSON (< 1 %)
Columns to JSON (< 1 %) Streamable
Multi Feature Inserter (< 1 %)
Multiobjective Subset Selection (NSGA-II) (< 1 %)
~~Python Script (1⇒1)~~ (< 1 %) Deprecated
~~Python Script (1⇒1)~~ (< 1 %) Deprecated
~~Python Script (2⇒1)~~ (< 1 %) Deprecated
Create Date&Time Range (< 1 %)
Time Field Extractor (legacy) (< 1 %)
Extract Time Window (legacy) (< 1 %)
Mask Date/Time (legacy) (< 1 %)
Mask Date/Time (legacy) (< 1 %)
XPath (< 1 %) Streamable
RDKit Descriptor Calculation (< 1 %) Streamable
RDKit From Molecule (< 1 %)
InformationGainCalculator (< 1 %)
Automated Linear Regression (< 1 %)
Join (< 1 %)
Molecule-to-MAE (< 1 %)
R Snippet (< 1 %)
MolConverter (< 1 %) Streamable
Multiparameter Optimization (< 1 %)
ARIMA Predictor (< 1 %)
Create Collection Column (< 1 %) Streamable
Create File Name (< 1 %)
Table To Image (< 1 %)
ARFF Writer (< 1 %)
Database Delete (legacy) (< 1 %)
Database SQL Executor (legacy) (< 1 %)
Parameterized Database Query (legacy) (< 1 %)
Database Table Creator (legacy) (< 1 %)
Table Reader (< 1 %) Streamable
Table Creator (< 1 %)
~~Backward Feature Elimination Start (1:1)~~ (< 1 %) Deprecated
Hierarchical Clustering (DistMatrix) (< 1 %)
~~PCA Apply~~ (< 1 %) Deprecated
~~PCA Compute~~ (< 1 %) Deprecated
Entropy Scorer (< 1 %)
SVM Learner (< 1 %)
Tree Ensemble Predictor (Regression) (< 1 %) Streamable
Random Forest Learner (< 1 %)
~~Random Forest Predictor~~ (< 1 %) StreamableDeprecated
Auto-Binner (Apply) (< 1 %) Streamable
Create Bit Vector (< 1 %)
Table Validator (< 1 %)
Equal Size Sampling (< 1 %)
Low Variance Filter (< 1 %)
~~String To Number (PMML)~~ (< 1 %) Deprecated
Set Operator (< 1 %)
Renderer to Image (< 1 %)
Rule Engine Variable (< 1 %)
~~Linear Discriminant Analysis~~ (< 1 %) Deprecated
Timer Info (< 1 %)
Enrichment Plotter (local) (< 1 %)
DB Merge (< 1 %) Streamable
Random Label Assigner (< 1 %)
Time Series Generator (< 1 %)
Box Plot (< 1 %)
Table to PDF (< 1 %)
Table to H2O (< 1 %)
Table Indexer (< 1 %)
OSM Map to Image (< 1 %)
OSM Map View (< 1 %)
Java Edit Variable (simple) (< 1 %)
Punctuation Erasure (< 1 %) Streamable
Tag Filter (< 1 %) Streamable
~~Document Data Extractor~~ (< 1 %) Deprecated
String To Term (< 1 %)
Term Vector (< 1 %)
JPMML Classifier (< 1 %)
Value Filter (< 1 %)
Value Selection (< 1 %)
Generic JavaScript View (< 1 %)
Generic JavaScript View (< 1 %)
Table View (< 1 %)
ROC Curve (< 1 %)
Container Output (Table) (< 1 %)
Parameter Optimization Loop Start (< 1 %)
Python Predictor (< 1 %)
R Predictor (< 1 %)
Modify Date (< 1 %) Streamable
Window Loop Start (< 1 %)
Column To XML (< 1 %)
Ceres Fingerprint (< 1 %)
Properties (< 1 %)
Sarah Model Maker (< 1 %)
Element Filter (< 1 %)
RDKit Canon SMILES (< 1 %) Streamable
RDKit Molecule Substructure Filter (< 1 %)
RDKit Salt Stripper (< 1 %)
LocationExtractor (< 1 %)
LatitudeLongitudeToCoordinate (< 1 %)
StringSimilarity (< 1 %)
HttpRetriever (< 1 %)
Frame (< 1 %)
Omics 1.0.0 GWAS Association (< 1 %)
Fast Fourier Transform (FFT) (< 1 %)
Time Domain Features (TDF) (< 1 %)
Welch Averaging (< 1 %)
Generate 3D Coordinates (< 1 %)
Hierarchical R Rank Eval (< 1 %)
Create REST Representation (< 1 %)
MOE Fingerprints (< 1 %)
Pharmacophore Search (< 1 %)
R-Group Clip (< 1 %)
Write MDB (< 1 %)
Forge Build Field QSAR (< 1 %)
Math Multi Formula (< 1 %)
Hive Loader (< 1 %)
Impala Loader (< 1 %)
Table to Spark (< 1 %)
Call Remote Workflow (Row Based) (< 1 %)
Spotfire STDF File Writer (< 1 %)
Parquet File Writer (< 1 %)
Date Value Extraction (< 1 %)
Run Script (< 1 %)
Filter Rows (< 1 %)
Trim Whitespace (< 1 %)
Pie Chart Matrix (< 1 %)
SAR Map Grid (< 1 %)
Glide Grid Generation (< 1 %)
Generate Unique Smiles (< 1 %)
Fingerprint SUM (< 1 %) Streamable
Flow Variable End IF (< 1 %)
Loop End (3 ports) (< 1 %)
Loop End (Upto 4 ports) (< 1 %)
Loop End (Upto 6 ports) (< 1 %)
Generic Run-for-time Loop Start (< 1 %)
Timed Loop End (Upto 4 ports) (< 1 %)
Table Row To Variable Run-for-time Loop Start (< 1 %)
Coordinate Row Filter (< 1 %) Streamable
BigSmallJoiner (< 1 %)
Plate Row Converter (< 1 %)
~~Expand Well Position~~ (< 1 %) Deprecated
Join Layout (< 1 %)
Create Well Position (< 1 %)
Normalize Plates (NPI) (< 1 %)
Normalize Plates (POC) (< 1 %)
CV (< 1 %) Deprecated
Z-Primes (PC x NC) (< 1 %)
Groovy Script (< 1 %)
Open in Matlab (< 1 %)
Matlab Plot (< 1 %)
Matlab Snippet (< 1 %)
Python Snippet (< 1 %)
Python Plot (< 1 %)
R Plot (< 1 %)
DMC Scorer (< 1 %)
Bi Reactor (< 1 %) Streamable
MarvinView (< 1 %)
Cassandra Writer (< 1 %)
Advanced Discretization (< 1 %)
Scorecard Evaluator (< 1 %)
Uplift Tree Evaluator (< 1 %)
Uplift Tree Learner (< 1 %)
Activity Cliffs Viewer (< 1 %)
Automated Matched Pairs (< 1 %)
String to Molecule (< 1 %)
Entropy Uncertainty Scorer (< 1 %)
Element Selector (< 1 %)
ARIMA Visualization (< 1 %)
Binary Objects to Strings (< 1 %)
File Meta Info (< 1 %)
String to URI (< 1 %)
Upload (< 1 %)
URL to File Path (< 1 %) Streamable
Wait... (< 1 %)
Active Branch Inverter (< 1 %)
Image To Table (< 1 %)
CSV Reader (< 1 %)
Database Reader (legacy) (< 1 %)
Database Looping (legacy) (< 1 %)
Database Connector (legacy) (< 1 %)
Database Drop Table (legacy) (< 1 %)
File Reader (< 1 %) Streamable
Feature Selection Filter (< 1 %)
Feature Selection Loop End (< 1 %)
Feature Selection Loop Start (1:1) (< 1 %)
Loop End (Column Append) (< 1 %)
~~Naive Bayes Learner~~ (< 1 %) Deprecated
Fuzzy Rule Learner (< 1 %)
PNN Learner (DDA) (< 1 %)
PNN Predictor (< 1 %) Streamable
Hierarchical Cluster Assigner (< 1 %)
DBSCAN (< 1 %)
MDS (DistMatrix) (< 1 %)
SMOTE (< 1 %)
~~Tree Ensemble Learner~~ (< 1 %) Deprecated
~~Tree Ensemble Learner (Regression)~~ (< 1 %) Deprecated
~~Tree Ensemble Predictor (Regression)~~ (< 1 %) StreamableDeprecated
~~Random Forest Learner~~ (< 1 %) Deprecated
~~Simple Regression Tree Learner~~ (< 1 %) Deprecated
~~Simple Regression Tree Predictor~~ (< 1 %) Deprecated
Gradient Boosted Trees Learner (< 1 %)
~~Gradient Boosted Trees Predictor~~ (< 1 %) StreamableDeprecated
Tree Ensemble Learner (< 1 %)
Tree Ensemble Learner (Regression) (< 1 %)
~~Tree Ensemble Predictor~~ (< 1 %) StreamableDeprecated
Tree Ensemble Predictor (< 1 %) Streamable
Simple Regression Tree Predictor (< 1 %) Streamable
Distance Matrix Pair Extractor (< 1 %)
Perl Scripting (< 1 %)
Bootstrap Sampling (< 1 %)
Category To Number (Apply) (< 1 %)
String To SVG (< 1 %)
Table Validator (Reference) (< 1 %)
CAIM Applier (< 1 %)
Edit Nominal Domain (Dictionary) (< 1 %)
Column Filter (< 1 %)
Reference Column Splitter (< 1 %) Streamable
Subset Matcher (< 1 %)
Normalizer (< 1 %)
Numeric Binner (PMML) (< 1 %) Streamable
Normalizer Apply (PMML) (< 1 %) Streamable
Denormalizer (PMML) (< 1 %) Streamable
Ruleset Predictor (< 1 %) Streamable
Rule-based Row Filter (Dictionary) (< 1 %) Streamable
Rule-based Row Splitter (Dictionary) (< 1 %) Streamable
~~Odds and Risk Ratios~~ (< 1 %) Deprecated
Kaplan-Meier Estimator (< 1 %)
Proportion Test (< 1 %)
Wilcoxon Mann Whitney Test (< 1 %)
Extract Table Spec (< 1 %)
SDF Extractor (< 1 %)
MISSING Missing Value (< 1 %)
Microsoft SQL Server Connector (legacy) (< 1 %)
Conditional Label Assigner (< 1 %)
Empty Table Creator (< 1 %)
Gaussian Distributed Assigner (< 1 %)
One Rule Inserter (< 1 %)
Random Number Assigner (Apache) (< 1 %)
Mahalanobis Distance (< 1 %)
~~K Nearest Neighbor (Distance Function)~~ (< 1 %) Deprecated
JavaScript Box Plot (< 1 %)
Conditional Box Plot (< 1 %)
Pie/Donut Chart (< 1 %)
Sunburst Chart (< 1 %)
Stacked Area Chart (JavaScript) (< 1 %)
Model Loop Start (< 1 %)
PMML Ensemble Predictor (< 1 %)
~~PMML Predictor~~ (< 1 %) Deprecated
Prediction Fusion (< 1 %) Streamable
Call Local Workflow (Row Based) (< 1 %)
OpenBabel (< 1 %)
Generic Web Service Client (< 1 %)
DL4J Feedforward Learner (Classification) (< 1 %)
DL4J Feedforward Learner (Regression) (< 1 %)
External Tool (< 1 %)
~~H2O MOJO Predictor (Classification)~~ (< 1 %) StreamableDeprecated
Association Rule Learner (Borgelt) (< 1 %)
JPython Script 1:1 (< 1 %)
LIBSVMLearner (< 1 %)
LIBSVMPredictor (< 1 %)
Index Query (< 1 %)
Rule Viewer (local) (< 1 %)
C09.Concatenate(8개) (< 1 %)
?? ??? (< 1 %)
꺾은선 그래프 (< 1 %)
맵아이콘 지정 (< 1 %)
Geo-Coordinate Row Filter (< 1 %)
TIBCO File Writer (< 1 %)
Open TIBCO Spotfire (< 1 %)
Radar Plot Appender (< 1 %)
Spark Line Appender (< 1 %)
Tableau Writer (Hyper) (< 1 %)
Send to Tableau Server (TDE) (< 1 %)
Tableau Writer (TDE) (< 1 %)
Term Co-Occurrence Counter (< 1 %)
Term Co-Occurrence Counter (< 1 %)
Term Document Entropy (< 1 %)
Topic Extractor (Parallel LDA) (< 1 %)
Category To Class (< 1 %)
Chi-Square Keyword Extractor (< 1 %)
String Matcher (< 1 %)
Tika Language Detector (< 1 %) Streamable
N Chars Filter (< 1 %) Streamable
RegEx Filter (< 1 %) Streamable
Bag Of Words Creator (< 1 %)
Document Data Extractor (< 1 %)
Document Vector Applier (< 1 %)
Sentence Extractor (< 1 %)
~~Strings To Document~~ (< 1 %) StreamableDeprecated
Strings To Document (< 1 %) Streamable
String To Term (< 1 %)
Tags To String (< 1 %)
Term To String (< 1 %)
Term Vector (< 1 %)
Apriori (3.7) (< 1 %)
Tertius (3.7) (< 1 %)
AttributeSelectedClassifier (3.7) (< 1 %)
CVParameterSelection (3.7) (< 1 %)
END (3.7) (< 1 %)
GaussianProcesses (3.7) (< 1 %)
IBk (3.7) (< 1 %)
SimpleLinearRegression (3.7) (< 1 %)
Weka Cluster Assigner (3.7) (< 1 %)
XMeans (3.7) (< 1 %)
Google Authentication (API Key) (< 1 %)
Google Sheets Appender (< 1 %)
Date&Time Input (< 1 %)
Slider Input (< 1 %)
Decision Tree View (< 1 %)
Lift Chart (< 1 %)
Lift Chart (< 1 %)
ROC Curve (< 1 %)
Table Editor (< 1 %)
Tag Cloud (< 1 %)
JSON Path (< 1 %) Streamable
Gaussian Convolution (< 1 %) Streamable
Quantile Filter (< 1 %) Streamable
Data Row to Image (< 1 %) Streamable
Labeling Properties (< 1 %) Streamable
Global Thresholder (< 1 %) Streamable
Image Resizer (< 1 %) Streamable
Apply Color Settings To Labels (< 1 %)
Network Feature Extractor (< 1 %)
SubGraph Extractor (< 1 %)
Assign Partition (< 1 %)
Network Viewer (< 1 %)
Network Viewer (< 1 %)
Multiobjective Score Computation (< 1 %)
Rowset Filter (< 1 %)
~~Python Predictor~~ (< 1 %) Deprecated
~~Python Script (1⇒2)~~ (< 1 %) Deprecated
~~Python Script (2⇒1)~~ (< 1 %) Deprecated
~~Python Edit Variable~~ (< 1 %) Deprecated
~~Python View~~ (< 1 %) Deprecated
Python Script (1⇒1) (< 1 %)
Python Script (1⇒2) (< 1 %)
Python Script (2⇒1) (< 1 %)
Python Script (2⇒2) (< 1 %)
Python View (< 1 %)
R Learner (< 1 %)
GET Request (< 1 %) Streamable
POST Request (< 1 %) Streamable
Table Difference Checker (< 1 %)
Block Programmatically (< 1 %) Streamable
Duration to Number (< 1 %) Streamable
String to Duration (< 1 %) Streamable
Extract Duration Fields (< 1 %) Streamable
Time Field Extractor (legacy) (< 1 %)
Time Generator (legacy) (< 1 %)
Time Generator (legacy) (< 1 %)
Preset Date/Time (legacy) (< 1 %)
Time to String (legacy) (< 1 %) Streamable
Byte Converter (< 1 %)
XGBoost Predictor (Regression) (< 1 %) Streamable
XML Column Combiner (< 1 %)
XML Row Combine and Write (< 1 %)
Discretise (< 1 %) Streamable
~~Dumb Joiner~~ (< 1 %) Deprecated
Row Splitter (col+) (< 1 %) Streamable
Binary Scorer (< 1 %) Streamable
Tanimoto (< 1 %)
Depth First Fragment fingerprint Fixed (< 1 %)
Fragment fingerprint (< 1 %)
Validation and Normalisation (< 1 %)
Molecule to CDK (< 1 %)
Molecular Properties (< 1 %)
Fingerprints (< 1 %)
Fingerprint Similarity (< 1 %)
Sum Formula (< 1 %)
CollectionLinePlot (< 1 %)
PkomGraph (< 1 %)
RDKit Diversity Picker (< 1 %)
RDKit Functional Group Filter (< 1 %)
RDKit Interactive Table (< 1 %)
RDKit Kekulizer (< 1 %) Streamable
RDKit Molecule Catalog Filter (< 1 %)
RDKit One Component Reaction (< 1 %)
RDKit Count-Based Fingerprint (< 1 %) Streamable
RDKit Fingerprint (< 1 %) Streamable
RDKit To Molecule (< 1 %) Streamable
CIR (< 1 %)
TextClassifierLearner (< 1 %) Streamable
DateExtractor (< 1 %)
MapQuestGeocoder (< 1 %) Streamable