Binary Classification

Prehľadávať všetok obsah označený Binary Classification

Glossary

ROC krivka

ROC krivka (Receiver Operating Characteristic) je grafické zobrazenie používané na hodnotenie výkonu binárneho klasifikačného systému pri meniacom sa prahu diskriminácie. Pochádza z teórie detekcie signálov z obdobia druhej svetovej vojny a dnes je nevyhnutná v strojovom učení, medicíne a AI pri hodnotení modelov.

ROC Curve Model Evaluation AUC +2
• 9 min read

Iné tagy

ai (467) automation (268) machine learning (209) flowhunt (108) nlp (74) ai tools (73) productivity (71) chatbots (57) components (55) deep learning (52) chatbot (46) ai agents (43) workflow (42) seo (38) content creation (34) llm (34) integration (33) no-code (32) data science (28) neural networks (26) content generation (25) generative ai (25) reasoning (24) image generation (23) slack (23) openai (22) computer vision (21) business intelligence (19) data (19) marketing (19) open source (19) prompt engineering (17) summarization (17) classification (16) content writing (16) education (16) python (16) slackbot (16) customer service (15) ethics (15) model evaluation (14) natural language processing (14) rag (14) text-to-image (14) transparency (14) creative writing (13) ai chatbot (12) artificial intelligence (12) business (12) compliance (12) content marketing (12) creative ai (12) data analysis (12) digital marketing (12) hubspot (12) sales (12) text generation (12) llms (11) ocr (11) predictive analytics (11) regression (11) text analysis (11) workflow automation (11) ai agent (10) crm (10) customer support (10) speech recognition (10) knowledge management (9) personalization (9) problem-solving (9) readability (9) ai automation (8) ai reasoning (8) collaboration (8) information retrieval (8) lead generation (8) research (8) search (8) team collaboration (8) transfer learning (8) ai comparison (7) ai ethics (7) ai models (7) anthropic (7) data processing (7) google sheets (7) large language models (7) reinforcement learning (7) risk management (7) robotics (7) semantic search (7) social media (7) stable diffusion (7) structured data (7) accessibility (6) agi (6) ai integration (6) algorithms (6) anomaly detection (6) bias (6)