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Hospital_​Predictive

Process - Data Preparation
Input
Predictive Model Creation & Checking
Glossary
CSV Reader
Admission Data
CSV Reader
80% for Traning 20% for Testing
Table Partitioner
Mortality Data
CSV Reader
Pollution Data
CSV Reader
Logistic Regression Learner
Pie Chart
Creating Category - Long Stay (Duration>=7days) -Short Stay (Duration<7days)
Expression
Histogram
Bar Chart
Line Plot
Statistics
Row Filter
Missing Value Treatment
Missing Value
Row Aggregator
Logistic Regression Predictor
Scatter Plot
Checking the Prediction against the Data
Expression
Scatter Plot
Selecting Variables for Predictive Model (Age, HB, TLC, Glucose, Urea, Duration of Stay)
Column Filter
HB, TLC, GLUCOSE, UREA
String to Number
Column Filter
CSV Reader
String to Date&Time
MIssing Value Treatment
Missing Value
Column Filter (PMML)
Duplicate Row Filter
Statistics
Row Filter
Missing Value
Math Formula
Stacked Area Chart
Pie Chart
Filter Age, HB, TLC, GLUCOSE, UREA, Stay Status
Column Filter
Line Plot
Statistics
Box Plot
Normalize Age, HB, TLC, GLUCOSE, UREA
Normalizer
Replacing "EMPTY" with Blank Value for column HB, TLC, GLUCOSE, UREA
String Manipulation (Multi Column)

Nodes

Extensions

Links

Download

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

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Created by: asus
Created at: 2025-09-23
On NodePit since: 2025-12-02
Last update: 2025-12-02
Created with KNIME version: v5.7.0

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