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Widgets

Data

File
CSV File Import
Datasets
SQL Table
Data Table
Paint Data
Data Info
Rank
Edit Domain
Color
Feature Statistics
Save Data

Transform

Data Sampler
Select Columns
Select Rows
Transpose
Merge Data
Concatenate
Select by Data Index
Unique
Aggregate Columns
Group by
Pivot Table
Apply Domain
Preprocess
Impute
Continuize
Discretize
Randomize
Purge Domain
Melt
Formula
Create Class
Create Instance
Python Script

Visualize

Tree Viewer
Box Plot
Violin Plot
Distributions
Scatter Plot
Line Plot
Bar Plot
Sieve Diagram
Mosaic Display
FreeViz
Linear Projection
Radviz
Heat Map
Venn Diagram
Silhouette Plot
Pythagorean Tree
Pythagorean Forest
CN2 Rule Viewer
Nomogram

Model

Constant
CN2 Rule Induction
Calibrated Learner
kNN
Tree
Random Forest
Gradient Boosting
SVM
Linear Regression
Logistic Regression
Naive Bayes
AdaBoost
Curve Fit
Neural Network
Stochastic Gradient Descent
Stacking
Save Model
Load Model

Evaluate

Test and Score
Predictions
Confusion Matrix
ROC Analysis
Performance Curve
Calibration Plot

Unsupervised

Distance File
Distance Matrix
t-SNE
Correlations
Distance Map
Hierarchical Clustering
k-Means
Louvain Clustering
DBSCAN
Manifold Learning
Outliers
PCA
Neighbors
Correspondence Analysis
Distances
Distance Transformation
MDS
Save Distance Matrix
Self-Organizing Map

Spectroscopy

Spectra
HyperSpectra
Interpolate
Preprocess Spectra
Integrate Spectra
Peak Fit
Multifile
Tile File
Average Spectra
Interferogram to Spectrum
Reshape Map
SNR

Text Mining

Corpus
Import Documents
Create Corpus
The Guardian
NY Times
Pubmed
Twitter
Wikipedia
Preprocess Text
Corpus to Network
Bag of Words
Document Embedding
Similarity Hashing
Sentiment Analysis
Tweet Profiler
Topic Modelling
LDAvis
Corpus Viewer
Score Documents
Word Cloud
Concordance
Document Map
Word Enrichment
Duplicate Detection
Word List
Extract Keywords
Annotated Corpus Map
Ontology
Semantic Viewer
Collocations
Statistics

Survival Analysis

As Survival Data
Kaplan-Meier Plot
Cox regression
Rank Survival Features
Stepwise Cox Regression
Cohorts

Bioinformatics

Databases Update
GEO Data Sets
dictyExpress
Genes
Differential Expression
GO Browser
KEGG Pathways
Gene Set Enrichment
Gene Sets
Cluster Analysis
Volcano Plot
Homologs
Marker Genes
Annotator
Single sample scoring

Single Cell

Load Data
Single Cell Datasets
Filter
Single Cell Preprocess
Batch Effect Removal
Align Datasets
Score Genes
Score Cells
Dot Matrix

Image Analytics

Import Images
Image Viewer
Image Embedding
Image Grid
Save Images

Networks

Network File
Network Explorer
Network Generator
Network Analysis
Network Clustering
Network Of Groups
Network From Distances
Single Mode

Geo

Geocoding
Geo Map
Choropleth Map
Geo Transform

Educational

Google Sheets
EnKlik Anketa
Interactive k-Means
Gradient Descent
Polynomial Regression
Polynomial Classification
Pie Chart
Random Data

Time Series

Yahoo Finance
As Timeseries
Interpolate
Moving Transform
Line Chart
Periodogram
Correlogram
Spiralogram
Granger Causality
ARIMA Model
VAR Model
Model Evaluation
Time Slice
Difference
Seasonal Adjustment

Associate

Frequent Itemsets
Association Rules

Explain

Feature Importance
Explain Model
Explain Prediction
Explain Predictions
ICE

Stepwise Cox Regression

Perform feature selection through backward elimination process.

Inputs

todo

Outputs

todo

Example

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