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Project_​ML_​nuovo 2.1 3.knar

Pre-processing and Future Engineering

Data Exploration

REGRESSION MODEL

HEURISTIC MODELS

SEPARATION MODEL

PROBABILISTIC MODEL

RQ1 AND RQ3

PRECISION, RECALL, F-MEASURE

ROC CURVE

Logistic Regression Learner
SMOTE
Naive Bayes Predictor
NO SMOTE
Naive Bayes Predictor
Column Auto Type Cast
SMOTE
Logistic Regression Predictor
Lift Chart (legacy)
NO SMOTE
Logistic Regression Predictor
ROC Curve
Column Auto Type Cast
ROC Curve
Scorer
Box Plot
Lift Chart (legacy)
Scorer
Statistics
Scorer
Scorer
Lift Chart (legacy)
Decision Tree Learner
SMOTE
Decision Tree Predictor
Lift Chart (legacy)
Scorer
Lift Chart (legacy)
NO SMOTE
Decision Tree Predictor
ROC Curve
ROC Curve
Scorer
Concatenate
Lift Chart (legacy)
SMOTE
SVM Predictor
Support Vector Machine Learner
File Reader
Column Filter
Number to String
ROC Curve
Scorer
NO SMOTE
SVM Predictor
Lift Chart (legacy)
Scorer
Comparison- SMOTE
Lift Chart (legacy)
ROC Curve
ROC Curve
Random Forest Learner
NO SMOTE
Random Forest Predictor
Scorer
Column Resorter
Normalizer
Lift Chart (legacy)
ROC Curve
SMOTE
Random Forest Predictor
CSV Writer
ROC Curve
Column Filter
Table Partitioner
Statistics
Lift Chart (legacy)
Duplicate Row Filter
Interactive Table (legacy)
Column Filter
String to Number
ROC Curve
Comparison- no SMOTE
Comparison- SMOTE
Missing Value
Scorer
Comparison - no SMOTE
Scatter Plot
Box Plot
Row Filter
Bar Chart (JFreeChart)
Naive-Bayes
Rank Correlation

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: asiarubini
Created at: 2026-02-06
On NodePit since: 2026-02-11
Last update: 2026-02-11
Created with KNIME version: v5.8.0

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