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Final Project Workflow

Data Science Models : Decision tree and Logistic RegressionPredicting what sectors/ targets will pay using models Using the Ransomware dataset to visualize targets and counts of ransomware per yearData source: Kaggle.com/datasets/joebeachcapital/ransomware-attacks Read Ransomware attacks csvFilter out uneeded columnsClean DuplicatesSectors most likely to get ransomware attacksMissing values filterInclude relevant ColumnsGroup ransomware by yearCount of ransomware by year80% -training set20% testing setInclude relevant ColumnsInclude relevant Columns80% -training set20% testing setExclude rows with missing valuesCalculate accuracy and confusion matrixExclude rows with missing values CSV Reader Column Filter DuplicateRow Filter Bar Chart Missing ValueColumn Filter Table Manipulator GroupBy Line Plot Partitioning Table Manipulator DecisionTree Learner Decision TreePredictor Scorer (JavaScript) Decision Tree View Table Manipulator Partitioning LogisticRegression Learner Row Filter Logistic RegressionPredictor Scorer Row Filter Data Science Models : Decision tree and Logistic RegressionPredicting what sectors/ targets will pay using models Using the Ransomware dataset to visualize targets and counts of ransomware per yearData source: Kaggle.com/datasets/joebeachcapital/ransomware-attacks Read Ransomware attacks csvFilter out uneeded columnsClean DuplicatesSectors most likely to get ransomware attacksMissing values filterInclude relevant ColumnsGroup ransomware by yearCount of ransomware by year80% -training set20% testing setInclude relevant ColumnsInclude relevant Columns80% -training set20% testing setExclude rows with missing valuesCalculate accuracy and confusion matrixExclude rows with missing values CSV Reader Column Filter DuplicateRow Filter Bar Chart Missing ValueColumn Filter Table Manipulator GroupBy Line Plot Partitioning Table Manipulator DecisionTree Learner Decision TreePredictor Scorer (JavaScript) Decision Tree View Table Manipulator Partitioning LogisticRegression Learner Row Filter Logistic RegressionPredictor Scorer Row Filter

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Created by: setho
Created at: 2023-08-04
On NodePit since: 2023-08-05
Last update: 2024-04-28
Created with KNIME version: v4.7.5

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