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Student Dropout Final

<p>Practicing KNIME with a Student Dropout Prediction dataset. This is classification and the models used are Decision Tree and Random Forest.</p>

Practicing KNIME with a Student Dropout Prediction dataset. This is classification and the models used are Decision Tree and Random Forest.

Import dataset
Excel Reader
Handle missing values
Missing Value
Evaluate
Scorer
Filter unnecessary columns
Column Filter
Normalizes data
Normalizer
Split train and test
Table Partitioner
Train model
Decision Tree Learner
Test model
Decision Tree Predictor
Train model
Random Forest Learner
Evaluate
Scorer
One hot encoding for categorical features
One to Many
Test model
Random Forest Predictor
Evaluate
Scorer
Test model
Logistic Regression Predictor
Train model
Logistic Regression Learner
Normalizes data
Normalizer
Split train and test
Table Partitioner

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