Advanced Methods Processors

BNN Processor (Bayesian Neural Network)
The BNN processor can be used to forecast a ratio-scaled variable based on a neural network which is built using the differential evolution (DE) algorithm i...
Thu, 22 Oct, 2020 at 11:51 AM
Cross Correlation Processor
Overview The Cross Correlation Processor computes the cross / auto correlation for given time series data. The idea behind time shift is to compare a metr...
Mon, 14 Sep, 2020 at 9:36 AM
Decision Tree Regression Processor
Overview The Decision Tree Regression Processor creates a decision tree for regression out of the input dataset. Regression is a statistical measurement t...
Mon, 14 Sep, 2020 at 9:36 AM
Decision Tree Classification Processor
Overview This processor is used for creating a decision tree out of the given dataset. Different classification methods The goal behind decision trees...
Mon, 14 Sep, 2020 at 9:36 AM
Decision Tree Regression Forecast Processor
Overview The Decision Tree Regression Forecast Processor generates a forecast for a numerical dependent variable based on a learned decision tree. In the ...
Mon, 14 Sep, 2020 at 9:36 AM
Decision Tree Classification Forecast Processor
Overview The Decision Tree Classification Forecast Processor generates a forecast for a categorical dependent variable based on a learned decision tree. I...
Mon, 14 Sep, 2020 at 9:36 AM
Random Forest Classification Forecast Processor
Overview The Random Forest Classification Forecast Processor is used to estimate a categorical variable column based on the random forest classifier. A ran...
Mon, 14 Sep, 2020 at 9:36 AM
Association Rule Generation Processor
Overview This processor can be used to compute recommendations for items from a list of known user transactions. It generates association rules with a sing...
Mon, 14 Sep, 2020 at 9:36 AM
Assert Processor
Overview This processor evaluates a Boolean SQL query and creates an error or warning if the query evaluates false. Configuration This processor opera...
Mon, 14 Sep, 2020 at 9:36 AM
ALS Recommender Processor
Overview The ALS Recommender (Alternating Least Square Recommender) can be used to compute recommendations for items from a list of item ratings given by u...
Mon, 14 Sep, 2020 at 9:36 AM