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ds_​jobs_​official_​v5

Workflow

Replacing ColumnsNode 27Salary MeanNode 41Cleaning salary variableBinning SalaryDecision Tree ModelAge binnedCode Experience BinnedML Experience Binned Random Forest ModelNode 879Node 883Node 887Country zones BinningReplace ? with Asia,while all missing data with "Missing"Node 892Gradient Boosting ModelMLP ModelNode 898Node 899Node 900Input port for allthe models (does nothing)Salary Bin renamingNode 903OverallData ScientistsPython Script (1⇒1) Python Source Column Filter Cell Replacer Nominal ValueRow Filter Python Script (1⇒1) Auto-Binner Decision Tree Rule Engine Rule Engine Rule Engine Random Forest Column Filter Statistics Histogram (local) Rule Engine Missing Value Nominal ValueRow Filter Gradient Boosting MLP Concatenate(Optional in) DescriptiveStatistics Sorter Control Metanode Rule Engine Column Resorter Cramer's V andCrossTab Analysis Cramer's V andCrossTab Analysis Replacing ColumnsNode 27Salary MeanNode 41Cleaning salary variableBinning SalaryDecision Tree ModelAge binnedCode Experience BinnedML Experience Binned Random Forest ModelNode 879Node 883Node 887Country zones BinningReplace ? with Asia,while all missing data with "Missing"Node 892Gradient Boosting ModelMLP ModelNode 898Node 899Node 900Input port for allthe models (does nothing)Salary Bin renamingNode 903OverallData ScientistsPython Script (1⇒1) Python Source Column Filter Cell Replacer Nominal ValueRow Filter Python Script (1⇒1) Auto-Binner Decision Tree Rule Engine Rule Engine Rule Engine Random Forest Column Filter Statistics Histogram (local) Rule Engine Missing Value Nominal ValueRow Filter Gradient Boosting MLP Concatenate(Optional in) DescriptiveStatistics Sorter Control Metanode Rule Engine Column Resorter Cramer's V andCrossTab Analysis Cramer's V andCrossTab Analysis

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Nodes

ds_​jobs_​official_​v5 consists of the following 178 nodes(s):

Plugins

ds_​jobs_​official_​v5 contains nodes provided by the following 8 plugin(s):