Bloom filter encodings convert data samples to bit arrays that support comparable classifier performance to raw data across text, time-series, tabular, and image datasets while delivering consistent memory savings.
Olszewski,Generalized Feature Extraction for Structural Pattern Recognition in Time-Series Data, Ph.D
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Bloom Filter Encoding for Machine Learning
Bloom filter encodings convert data samples to bit arrays that support comparable classifier performance to raw data across text, time-series, tabular, and image datasets while delivering consistent memory savings.