{"id":994680,"date":"2025-12-22T21:28:08","date_gmt":"2025-12-22T21:28:08","guid":{"rendered":"https:\/\/iutt.edu.ye\/published-articles\/enhancing-a-random-forest-model-based-on-single-rule-reduction-for-tax-evasion-depends-on-the-values-of-k-in-k-fold-validation-technique\/"},"modified":"2025-12-22T21:28:08","modified_gmt":"2025-12-22T21:28:08","slug":"enhancing-a-random-forest-model-based-on-single-rule-reduction-for-tax-evasion-depends-on-the-values-of-k-in-k-fold-validation-technique","status":"publish","type":"published_article","link":"https:\/\/iutt.edu.ye\/ar\/published-articles\/enhancing-a-random-forest-model-based-on-single-rule-reduction-for-tax-evasion-depends-on-the-values-of-k-in-k-fold-validation-technique\/","title":{"rendered":"\u062a\u0639\u0632\u064a\u0632 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u063a\u0627\u0628\u0629 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u0628\u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 \u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0645\u0641\u0631\u062f\u0629 \u0644\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u062a\u0647\u0631\u0628 \u0627\u0644\u0636\u0631\u064a\u0628\u064a \u0648\u0641\u0642\u064b\u0627 \u0644\u0642\u064a\u0645 K \u0641\u064a \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u0642\u0642 \u0627\u0644\u0645\u062a\u0642\u0627\u0637\u0639 K-Fold"},"content":{"rendered":"

\u0637\u0648\u0631\u062a \u0647\u0630\u0647 \u0627\u0644\u0648\u0631\u0642\u0629 \u0646\u0645\u0648\u0630\u062c\u064b\u0627 \u062c\u062f\u064a\u062f\u064b\u0627 \u0628\u0627\u0633\u0645 Single Rule Random Forest (SrRF) \u064a\u0647\u062f\u0641 \u0625\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0621 \u0627\u0644\u063a\u0627\u0628\u0629 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u0648\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0642\u0648\u0627\u0639\u062f\u060c \u0648\u062a\u0645\u062a \u0645\u0642\u0627\u0631\u0646\u0629 \u0623\u062f\u0627\u0626\u0647 \u0628\u0639\u062f\u0629 \u0646\u0645\u0627\u0630\u062c \u062a\u0639\u0644\u0645 \u0622\u0644\u064a (\u0645\u062b\u0644 DT \u0648RF \u0648GPT) \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0635\u0644\u062d\u0629 \u0627\u0644\u0636\u0631\u0627\u0626\u0628 \u0627\u0644\u064a\u0645\u0646\u064a\u0629 (1083 \u0633\u062c\u0644\u064b\u0627) \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u062d\u0642\u0642 \u0627\u0644\u0645\u062a\u0642\u0627\u0637\u0639 K-Fold \u0628\u0642\u064a\u0645\u062a\u064a\u0646 \u0644\u0640 K. \u062a\u064f\u0638\u0647\u0631 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0623\u0646 \u0645\u0635\u0646\u0651\u0641 GPT \u0642\u062f \u064a\u0635\u0644 \u0625\u0644\u0649 100% \u0644\u0643\u0646\u0647 \u064a\u0633\u0628\u0628 \u0641\u0631\u0637 \u0645\u0648\u0627\u0621\u0645\u0629 (Overfitting)\u060c \u0628\u064a\u0646\u0645\u0627 \u064a\u062d\u0642\u0642 SrRF \u0623\u0641\u0636\u0644 \u0646\u062a\u0627\u0626\u062c \u0639\u0645\u0644\u064a\u0629 (\u0645\u062b\u0644 99.89% \u0639\u0646\u062f K=10). \u0643\u0645\u0627 \u062a\u0634\u064a\u0631 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0625\u0644\u0649 \u0623\u0646 K=10 \u064a\u0639\u0637\u064a \u0646\u062a\u0627\u0626\u062c \u0623\u0641\u0636\u0644 \u0639\u0645\u0648\u0645\u064b\u0627 \u0645\u0642\u0627\u0631\u0646\u0629\u064b \u0628\u0640 K=5\u060c \u0648\u0623\u0646 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u0642\u062a\u0631\u062d \u0639\u0646\u062f K=10 \u0643\u0627\u0646 \u0627\u0644\u0623\u0641\u0636\u0644 \u0625\u062c\u0645\u0627\u0644\u064b\u0627.<\/p>\n","protected":false},"excerpt":{"rendered":"

\u0637\u0648\u0631\u062a \u0647\u0630\u0647 \u0627\u0644\u0648\u0631\u0642\u0629 \u0646\u0645\u0648\u0630\u062c\u064b\u0627 \u062c\u062f\u064a\u062f\u064b\u0627 \u0628\u0627\u0633\u0645 Single Rule Random Forest (SrRF) \u064a\u0647\u062f\u0641 \u0625\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0621 \u0627\u0644\u063a\u0627\u0628\u0629 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u0648\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0642\u0648\u0627\u0639\u062f\u060c \u0648\u062a\u0645\u062a \u0645\u0642\u0627\u0631\u0646\u0629 \u0623\u062f\u0627\u0626\u0647 \u0628\u0639\u062f\u0629 \u0646\u0645\u0627\u0630\u062c \u062a\u0639\u0644\u0645 \u0622\u0644\u064a (\u0645\u062b\u0644 DT \u0648RF \u0648GPT) \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0635\u0644\u062d\u0629 \u0627\u0644\u0636\u0631\u0627\u0626\u0628 \u0627\u0644\u064a\u0645\u0646\u064a\u0629 (1083 \u0633\u062c\u0644\u064b\u0627) \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u062d\u0642\u0642 \u0627\u0644\u0645\u062a\u0642\u0627\u0637\u0639 K-Fold \u0628\u0642\u064a\u0645\u062a\u064a\u0646 \u0644\u0640 K. \u062a\u064f\u0638\u0647\u0631 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0623\u0646 \u0645\u0635\u0646\u0651\u0641 GPT \u0642\u062f \u064a\u0635\u0644 \u0625\u0644\u0649 100% \u0644\u0643\u0646\u0647 \u064a\u0633\u0628\u0628 \u0641\u0631\u0637 \u0645\u0648\u0627\u0621\u0645\u0629 (Overfitting)\u060c \u0628\u064a\u0646\u0645\u0627 \u064a\u062d\u0642\u0642 SrRF \u0623\u0641\u0636\u0644 \u0646\u062a\u0627\u0626\u062c \u0639\u0645\u0644\u064a\u0629 (\u0645\u062b\u0644 99.89% \u0639\u0646\u062f K=10). \u0643\u0645\u0627 \u062a\u0634\u064a\u0631 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0625\u0644\u0649 \u0623\u0646 K=10 \u064a\u0639\u0637\u064a \u0646\u062a\u0627\u0626\u062c \u0623\u0641\u0636\u0644 \u0639\u0645\u0648\u0645\u064b\u0627 \u0645\u0642\u0627\u0631\u0646\u0629\u064b \u0628\u0640 K=5\u060c \u0648\u0623\u0646 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u0642\u062a\u0631\u062d \u0639\u0646\u062f K=10 \u0643\u0627\u0646 \u0627\u0644\u0623\u0641\u0636\u0644 \u0625\u062c\u0645\u0627\u0644\u064b\u0627.<\/p>\n","protected":false},"featured_media":999276,"template":"","faculty":[],"department":[],"academic_year":[],"semester":[],"graduate_program":[],"research_area":[],"class_list":["post-994680","published_article","type-published_article","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"\nEnhancing a Random Forest Model Based on Single Rule Reduction for Tax Evasion Depends on the Values of K in K-Fold Validation Technique - International University of Technology Twintech<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/iutt.edu.ye\/ar\/published-articles\/enhancing-a-random-forest-model-based-on-single-rule-reduction-for-tax-evasion-depends-on-the-values-of-k-in-k-fold-validation-technique\/\" \/>\n<meta property=\"og:locale\" content=\"ar_AR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Enhancing a Random Forest Model Based on Single Rule Reduction for Tax Evasion Depends on the Values of K in K-Fold Validation Technique\" \/>\n<meta property=\"og:description\" content=\"\u0637\u0648\u0631\u062a \u0647\u0630\u0647 \u0627\u0644\u0648\u0631\u0642\u0629 \u0646\u0645\u0648\u0630\u062c\u064b\u0627 \u062c\u062f\u064a\u062f\u064b\u0627 \u0628\u0627\u0633\u0645 Single Rule Random Forest (SrRF) \u064a\u0647\u062f\u0641 \u0625\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0621 \u0627\u0644\u063a\u0627\u0628\u0629 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u0648\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0642\u0648\u0627\u0639\u062f\u060c \u0648\u062a\u0645\u062a \u0645\u0642\u0627\u0631\u0646\u0629 \u0623\u062f\u0627\u0626\u0647 \u0628\u0639\u062f\u0629 \u0646\u0645\u0627\u0630\u062c \u062a\u0639\u0644\u0645 \u0622\u0644\u064a (\u0645\u062b\u0644 DT \u0648RF \u0648GPT) \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0635\u0644\u062d\u0629 \u0627\u0644\u0636\u0631\u0627\u0626\u0628 \u0627\u0644\u064a\u0645\u0646\u064a\u0629 (1083 \u0633\u062c\u0644\u064b\u0627) \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u062d\u0642\u0642 \u0627\u0644\u0645\u062a\u0642\u0627\u0637\u0639 K-Fold \u0628\u0642\u064a\u0645\u062a\u064a\u0646 \u0644\u0640 K. \u062a\u064f\u0638\u0647\u0631 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0623\u0646 \u0645\u0635\u0646\u0651\u0641 GPT \u0642\u062f \u064a\u0635\u0644 \u0625\u0644\u0649 100% \u0644\u0643\u0646\u0647 \u064a\u0633\u0628\u0628 \u0641\u0631\u0637 \u0645\u0648\u0627\u0621\u0645\u0629 (Overfitting)\u060c \u0628\u064a\u0646\u0645\u0627 \u064a\u062d\u0642\u0642 SrRF \u0623\u0641\u0636\u0644 \u0646\u062a\u0627\u0626\u062c \u0639\u0645\u0644\u064a\u0629 (\u0645\u062b\u0644 99.89% \u0639\u0646\u062f K=10). \u0643\u0645\u0627 \u062a\u0634\u064a\u0631 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0625\u0644\u0649 \u0623\u0646 K=10 \u064a\u0639\u0637\u064a \u0646\u062a\u0627\u0626\u062c \u0623\u0641\u0636\u0644 \u0639\u0645\u0648\u0645\u064b\u0627 \u0645\u0642\u0627\u0631\u0646\u0629\u064b \u0628\u0640 K=5\u060c \u0648\u0623\u0646 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u0642\u062a\u0631\u062d \u0639\u0646\u062f K=10 \u0643\u0627\u0646 \u0627\u0644\u0623\u0641\u0636\u0644 \u0625\u062c\u0645\u0627\u0644\u064b\u0627.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/iutt.edu.ye\/ar\/published-articles\/enhancing-a-random-forest-model-based-on-single-rule-reduction-for-tax-evasion-depends-on-the-values-of-k-in-k-fold-validation-technique\/\" \/>\n<meta property=\"og:site_name\" content=\"International University of Technology Twintech\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/TWINTECH.UNIVERSITY\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/iutt.edu.ye\\\/ar\\\/published-articles\\\/enhancing-a-random-forest-model-based-on-single-rule-reduction-for-tax-evasion-depends-on-the-values-of-k-in-k-fold-validation-technique\\\/\",\"url\":\"https:\\\/\\\/iutt.edu.ye\\\/ar\\\/published-articles\\\/enhancing-a-random-forest-model-based-on-single-rule-reduction-for-tax-evasion-depends-on-the-values-of-k-in-k-fold-validation-technique\\\/\",\"name\":\"Enhancing a Random Forest Model Based on Single Rule Reduction for Tax Evasion Depends on the Values of K in K-Fold Validation Technique - 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