| { | |
| "model_type": "random_forest", | |
| "dataset": "phishing_detection", | |
| "accuracy": 0.9889857732905002, | |
| "f1_score": 0.9889844643474395, | |
| "inference_time_ms": 0.010496654221638455, | |
| "feature_names": [ | |
| "num_dots", | |
| "subdomain_level", | |
| "https", | |
| "shortening_service", | |
| "suspicious_words", | |
| "is_phishing", | |
| "url_url_length", | |
| "url_domain_length", | |
| "url_path_length", | |
| "url_query_length", | |
| "url_subdomain_count", | |
| "url_domain_depth", | |
| "url_suspicious_keyword_count", | |
| "url_digit_count", | |
| "url_special_char_count", | |
| "url_hyphen_count", | |
| "url_underscore_count", | |
| "url_param_count", | |
| "url_tld_length", | |
| "url_has_subdomain", | |
| "url_is_https", | |
| "url_has_port", | |
| "url_non_standard_port", | |
| "url_has_ip_address", | |
| "url_has_injection_pattern", | |
| "url_at_symbol", | |
| "url_has_query", | |
| "url_is_common_tld" | |
| ], | |
| "version": "1.0.0", | |
| "framework": "sklearn" | |
| } |