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KNIME_​project3 (1)

CSV Reader
Encode categorical columns for ML
Category to Number
Bar chart: عددالمدمنين (Moderate +Severe) مقابل ساعاتالنوم
Bar Chart
Partition data into training and test sets
Table Partitioner
Train Random Forest classifier
Random Forest Learner
Predict with Random Forest on test set
Random Forest Predictor
Predict with Logistic Regression on test set
Logistic Regression Predictor
Constant Value Column Appender
Constant Value Column Appender
Create user input variables for prediction (to be exposed in component GUI)
Variable Creator
Scatter Plot
Convert user input variables to a table row for prediction
Variable to Table Row
Concatenate
Bar Chart
Box Plot
Color Manager
Linear Correlation
Convert Gender and Stress_Level from String to Number for prediction
String to Number
Column Filter
Display prediction result in a table view
Table View
Score Random Forest predictions
Scorer
Score Logistic Regression predictions
Scorer
Logistic Regression Learner
Group by age and count rows (Moderate or Severe)
GroupBy
Filter rows where addiction_level is Moderate or Severe
Nominal Value Row Filter

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