Advanced Methods Processors

Linear Support Vector Machine Processor
Overview The Linear Support Vector Machine Processor is used for binary classification. Linear SVM is a standard method for large-scale classification task...
Tue, 30 Nov, 2021 at 4:42 PM
Multiclass Linear Support Vector Machine Processor
Overview The Processor is used for multiclass classification. The Multiclass Linear Support Vector Machine is a standard method for large-scale classificat...
Tue, 30 Nov, 2021 at 4:43 PM
Grouped Root Mean Square Processor
Overview Processor for computing the root mean square for data grouped by a time-window size. Input As input, the processor requires a dataset with a ...
Tue, 30 Nov, 2021 at 4:44 PM
Gradient Boosting Classification Forecast Processor
Overview Predicts the value of a binary dependent variable using Gradient Boosted Trees (GBTs) in a classification setting. The independent variables can e...
Tue, 30 Nov, 2021 at 4:46 PM
Moving Average Processor
Overview The Moving Average Processor is used for analyzing data by creating series of averages of different subsets of the dataset. In general, a moving a...
Tue, 30 Nov, 2021 at 4:47 PM
Grouped FFT Computation Processor
Overview The Grouped FFT Computation Processor computes Fast Fourier Transformations for datasets grouped by a given time-window size. It uses a divide and...
Tue, 30 Nov, 2021 at 4:49 PM
Sequence Analysis Processor
Overview The Sequence Analysis Processor sorts values by timestamps and returns found sequences. It also visualizes the data in a Sankey graph.   Input ...
Tue, 30 Nov, 2021 at 4:50 PM
Random Forest Regression Forecast Processor
Overview The Random Forest Regression Forecast Processor can be used to calculate a forecast for a numeric column based on the random forest method.  A ra...
Tue, 30 Nov, 2021 at 4:52 PM
Distinct Textual Format Extractor
Overview This processor creates summaries for every column in the input Dataset. Statistics include diverse patterns within a column along with the occurre...
Tue, 30 Nov, 2021 at 4:53 PM
Collaborative Filtering Forecast Processor
Overview The Collaborative Filtering Forecast Processor calculates product recommendations for users, using the existing user base and a selection of produ...
Tue, 30 Nov, 2021 at 4:56 PM