Improved Machine Learning
Version 11 extends and improves its machine learning capabilities. New functions allow users to extract features, reduce dimension, cluster data, optimize hyperparameters, and obtain interpretable models. The feature extraction functionality can be used to visualize datasets or to create semantic distances for search systems. Computer vision is substantially improved: ImageIdentify can recognize more than 10,000 objects, and performances of Classify on images are enhanced. Additionally, machine learning functions accept a wider range of data types.
Related Examples
Create a Legendary Creature RecognizerCreate an Insect Identifier ToolIdentify Notable PersonsVisualize a Dataset Using Feature Extraction
Create an Image Search Tool Using Feature ExtractionCreate a Text Search Tool Using Feature ExtractionFind the Distribution of English Words' FrequencyFind a Formula That Fits Temperature Variations
Cluster Molecules Based on Their PropertiesCluster Geyser EruptionsVisualize the Predictions of a Gaussian Process ModelFind the Optimal Parameters of a Classifier
