Icon

KNIME_​ML_​Xuan

Data Import and Document Creation

Preprocessing

Transformation

Predictive Modeling and Scoring

LLM- Based Preprocessing

Data Cleaning and Evaluation

Gemini LLM Selector
Row Sampler
Accuracy: 89.7%
Scorer
Google AI Studio Authenticator
ROC Curve
Insert Credentials
Credentials Configuration
XGBoost Tree Ensemble Learner
POS Tagger
Read IBDM.csv data
CSV Reader
Prompt
Column Expressions (legacy)
Transformation of strings to documents
Document Creation
Sentiment Analysis
LLM Prompter
Preprocessing II
Preprocessing I
Filters For TheReview Column
Column Filter
Column Appender
Exploratory Viz
Column Filter
Create bit vectorsfor documents
Document Vector
Decision Tree Learner
Removes Whitespace
String Cleaner
Joins Both Tables
Joiner
Color by sentiment label
Color Manager
Filters forSentimentColumn
Column Filter
Extract sentiment label
Category to Class
Keeps ResponseColumn
Column Filter
Splitting training / test set
Table Partitioner
XGBoost Predictor
POS Visualization
Document Viewer
Decision Tree Predictor
Accuracy : 92%
Scorer
Accuracy: 91.3%
Scorer

Nodes

Extensions

Links

Download

To use this workflow in KNIME, download it from the below URL and open it in KNIME:

Download Workflow
Created by: cabi
Created at: 2025-11-24
On NodePit since: 2025-11-25
Last update: 2025-12-17
Created with KNIME version: v5.8.0

Deploy, schedule, execute, and monitor your KNIME workflows locally, in the cloud or on-premises – with our brand new NodePit Runner.

Try NodePit Runner!