feat: Rework prepare, train architecture
feat: Rework prepare, train architecture

Reduce total features to save memory. Incorporate train/test split to validate score on same dataset. Has MemoryError on 32GB system, will attempt to rework architecture

OmegaHorizonResearch/agile-analyst