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Data Mining Project

We need to predict returns on an order level

Sorter
Line Plot
Bar Chart
GroupBy
Bar Chart
Table Partitioner
Line Plot
Normalizer
Normalizer
Normalizer
customer
CSV Reader
order
CSV Reader
Bar Chart
Time of day
Rule Engine
Weekday
Rule Engine
Joiner
CSV Reader
Color Manager
Table Partitioner
Scatter Plot
Random Forest Predictor
k-Means
CSV Reader
CSV Reader
Joiner
Scorer
Number to String
Random Forest Learner
k-Means
Cluster Assigner
Row Filter
Silhouette Coefficient
Average number of products on return order
Bar Chart
Percentage of returns due to different reason ID
Bar Chart
Row Filter
String to Date&Time
Date&Time Difference
Row Filter
Average time between date of order and return
Bar Chart
ROC Curve
Number of returns
Bar Chart
String to Number
Average price of most expensive product on return order
Bar Chart
Interval Loop Start
Row Filter
Variable to Table Column
Percentage of returns where order_has_different_sizes_of_same_product
Bar Chart
Line Plot
Denormalizer
GroupBy
Sorter
Loop End
Percentage of returns where order_has_different_colours_of_same_product
Bar Chart
Row Filter
Scatter Plot
Silhouette Coefficient

Nodes

Extensions

Links