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bigmartSales_​randomForest model-II

Workflow

Predict BigMart Sales using randomForest--II
random forestdiscretize numerical columns
Problem description and Data download:https://datahack.analyticsvidhya.com/contest/practice-problem-big-mart-sales-iii/ item_MRPNode 1Node 6Node 1080:20Node 13Node 15Node 16Node 17sqrt(Item_Outlet_Sales)Try also: log(target)Node 19log(item_Outlet_Sales)Node 21loop 100 timesNode 23Node 24Node 25 Discretize multiplenumeric columns File Reader Missing Value Random Forest Learner(Regression) Partitioning Missing Value(Apply) Random Forest Predictor(Regression) Numeric Scorer Statistics Math Formula Math Formula Math Formula Statistics Counting Loop Start Loop End Row Filter Single samplet-test Problem description and Data download:https://datahack.analyticsvidhya.com/contest/practice-problem-big-mart-sales-iii/ item_MRPNode 1Node 6Node 1080:20Node 13Node 15Node 16Node 17sqrt(Item_Outlet_Sales)Try also: log(target)Node 19log(item_Outlet_Sales)Node 21loop 100 timesNode 23Node 24Node 25Discretize multiplenumeric columns File Reader Missing Value Random Forest Learner(Regression) Partitioning Missing Value(Apply) Random Forest Predictor(Regression) Numeric Scorer Statistics Math Formula Math Formula Math Formula Statistics Counting Loop Start Loop End Row Filter Single samplet-test

Download

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Nodes

bigmartSales_​randomForest model-II consists of the following 22 nodes(s):

Plugins

bigmartSales_​randomForest model-II contains nodes provided by the following 6 plugin(s):