3.5.1.3.1. Native Streams

Along with third party stream support, MLPro also provides pool of native stream objects. The native streams in MLPro include the following implementations.

Please click here for Tutorial: Howto BF-STREAMS-001: Accessing Native Data From MLPro

3.5.1.3.1.1. Random 10 Dimensional

Ver. 1.0.0 (2022-12-13)

This module provides the native stream class StreamMLProRnd10D. This stream provides 1000 instances with 10-dimensional random feature data and 2-dimensional random label data.

3.5.1.3.1.2. Double Spiral 2D

Ver. 1.0.0 (2022-12-14)

This module provides the native stream class DoubleSpiral2D. It provides 721 instances with 2-dimensional feature data that follow a double spiral pattern.

3.5.1.3.1.3. Static Clouds 2D

Ver. 1.0.0 (2022-12-15)

This module provides the native stream class StreamMLProStaticClouds2D. This stream provides 1000 instances with 2-dimensional random feature data placed around four fixed center points.

3.5.1.3.1.4. Static Clouds 3D

Ver. 1.0.0 (2022-12-15)

This module provides the native stream class StreamMLProStaticClouds3D. This stream provides 2000 instances with 3-dimensional random feature data placed around eight fixed center points.