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href="https://lanfrica.com/en/record/role-of-technology-on-academic-achievement-of-high-school-students-the-case-of-selected-high-schools-in-gambella-town-gambella-southwest-ethiopia"/></url><url><loc>https://lanfrica.com/en/record/poverty-remains-a-critical-challenge-in-ethiopia-exacerbated-by-limited-access-to-financial-resources-microfinance-institutions-mfis-are-recognized-as-vital-tools-for-poverty-reduction-by-providing-credit-and-financial-services-to-low-income-households-this-study-examines-the-effect-of-mfis-on-poverty-alleviation-in-nekemte-city-western-oromia-ethiopia-addressing-gaps-in-localized-empirical-evidence-on-mfi-effectiveness-a-mixed-methods-approach-was-employed-combining-primary-data-from-322-households-and-secondary-data-stratified-random-sampling-ensured-representation-across-seven-sub-cities-data-collection-utilized-structured-questionnaires-interviews-and-focus-group-discussions-descriptive-statistics-and-a-logistic-regression-model-analyzed-socio-economic-variables-and-determinants-of-poverty-status-key-findings-revealed-that-education-level-loan-size-training-saving-habits-and-proximity-to-mfis-significantly-influenced-poverty-reduction-participants-with-higher-education-0-11-p-lt-0-05-and-access-to-larger-loans-0-85-p-lt-0-05-were-more-likely-to-escape-poverty-conversely-high-interest-rates-1-16-p-lt-0-01-and-delayed-loan-disbursement-0-73-p-lt-0-10-hindered-progress-female-headed-households-faced-higher-poverty-rates-75-58-compared-to-males-48-30-mfis-positively-contribute-to-poverty-reduction-in-nekemte-city-particularly-through-income-generation-and-asset-accumulation-however-structural-barriers-such-as-high-interest-rates-limited-accessibility-and-bureaucratic-delays-undermine-their-efficacy-to-enhance-effect-mfis-should-reduce-interest-rates-expand-outreach-to-marginalized-groups-and-streamline-loan-processes-financial-literacy-training-and-incentives-for-savings-should-be-prioritized-policymakers-must-support-infrastructure-development-and-regulatory-reforms-to-improve-mfi-accessibility-and-operational-efficiency</loc><xhtml:link 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href="https://lanfrica.com/en/record/poverty-remains-a-critical-challenge-in-ethiopia-exacerbated-by-limited-access-to-financial-resources-microfinance-institutions-mfis-are-recognized-as-vital-tools-for-poverty-reduction-by-providing-credit-and-financial-services-to-low-income-households-this-study-examines-the-effect-of-mfis-on-poverty-alleviation-in-nekemte-city-western-oromia-ethiopia-addressing-gaps-in-localized-empirical-evidence-on-mfi-effectiveness-a-mixed-methods-approach-was-employed-combining-primary-data-from-322-households-and-secondary-data-stratified-random-sampling-ensured-representation-across-seven-sub-cities-data-collection-utilized-structured-questionnaires-interviews-and-focus-group-discussions-descriptive-statistics-and-a-logistic-regression-model-analyzed-socio-economic-variables-and-determinants-of-poverty-status-key-findings-revealed-that-education-level-loan-size-training-saving-habits-and-proximity-to-mfis-significantly-influenced-poverty-reduction-participants-with-higher-education-0-11-p-lt-0-05-and-access-to-larger-loans-0-85-p-lt-0-05-were-more-likely-to-escape-poverty-conversely-high-interest-rates-1-16-p-lt-0-01-and-delayed-loan-disbursement-0-73-p-lt-0-10-hindered-progress-female-headed-households-faced-higher-poverty-rates-75-58-compared-to-males-48-30-mfis-positively-contribute-to-poverty-reduction-in-nekemte-city-particularly-through-income-generation-and-asset-accumulation-however-structural-barriers-such-as-high-interest-rates-limited-accessibility-and-bureaucratic-delays-undermine-their-efficacy-to-enhance-effect-mfis-should-reduce-interest-rates-expand-outreach-to-marginalized-groups-and-streamline-loan-processes-financial-literacy-training-and-incentives-for-savings-should-be-prioritized-policymakers-must-support-infrastructure-development-and-regulatory-reforms-to-improve-mfi-accessibility-and-operational-efficiency"/><xhtml:link 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href="https://lanfrica.com/fr/record/poverty-remains-a-critical-challenge-in-ethiopia-exacerbated-by-limited-access-to-financial-resources-microfinance-institutions-mfis-are-recognized-as-vital-tools-for-poverty-reduction-by-providing-credit-and-financial-services-to-low-income-households-this-study-examines-the-effect-of-mfis-on-poverty-alleviation-in-nekemte-city-western-oromia-ethiopia-addressing-gaps-in-localized-empirical-evidence-on-mfi-effectiveness-a-mixed-methods-approach-was-employed-combining-primary-data-from-322-households-and-secondary-data-stratified-random-sampling-ensured-representation-across-seven-sub-cities-data-collection-utilized-structured-questionnaires-interviews-and-focus-group-discussions-descriptive-statistics-and-a-logistic-regression-model-analyzed-socio-economic-variables-and-determinants-of-poverty-status-key-findings-revealed-that-education-level-loan-size-training-saving-habits-and-proximity-to-mfis-significantly-influenced-poverty-reduction-participants-with-higher-education-0-11-p-lt-0-05-and-access-to-larger-loans-0-85-p-lt-0-05-were-more-likely-to-escape-poverty-conversely-high-interest-rates-1-16-p-lt-0-01-and-delayed-loan-disbursement-0-73-p-lt-0-10-hindered-progress-female-headed-households-faced-higher-poverty-rates-75-58-compared-to-males-48-30-mfis-positively-contribute-to-poverty-reduction-in-nekemte-city-particularly-through-income-generation-and-asset-accumulation-however-structural-barriers-such-as-high-interest-rates-limited-accessibility-and-bureaucratic-delays-undermine-their-efficacy-to-enhance-effect-mfis-should-reduce-interest-rates-expand-outreach-to-marginalized-groups-and-streamline-loan-processes-financial-literacy-training-and-incentives-for-savings-should-be-prioritized-policymakers-must-support-infrastructure-development-and-regulatory-reforms-to-improve-mfi-accessibility-and-operational-efficiency"/><xhtml:link 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href="https://lanfrica.com/en/record/poverty-remains-a-critical-challenge-in-ethiopia-exacerbated-by-limited-access-to-financial-resources-microfinance-institutions-mfis-are-recognized-as-vital-tools-for-poverty-reduction-by-providing-credit-and-financial-services-to-low-income-households-this-study-examines-the-effect-of-mfis-on-poverty-alleviation-in-nekemte-city-western-oromia-ethiopia-addressing-gaps-in-localized-empirical-evidence-on-mfi-effectiveness-a-mixed-methods-approach-was-employed-combining-primary-data-from-322-households-and-secondary-data-stratified-random-sampling-ensured-representation-across-seven-sub-cities-data-collection-utilized-structured-questionnaires-interviews-and-focus-group-discussions-descriptive-statistics-and-a-logistic-regression-model-analyzed-socio-economic-variables-and-determinants-of-poverty-status-key-findings-revealed-that-education-level-loan-size-training-saving-habits-and-proximity-to-mfis-significantly-influenced-poverty-reduction-participants-with-higher-education-0-11-p-lt-0-05-and-access-to-larger-loans-0-85-p-lt-0-05-were-more-likely-to-escape-poverty-conversely-high-interest-rates-1-16-p-lt-0-01-and-delayed-loan-disbursement-0-73-p-lt-0-10-hindered-progress-female-headed-households-faced-higher-poverty-rates-75-58-compared-to-males-48-30-mfis-positively-contribute-to-poverty-reduction-in-nekemte-city-particularly-through-income-generation-and-asset-accumulation-however-structural-barriers-such-as-high-interest-rates-limited-accessibility-and-bureaucratic-delays-undermine-their-efficacy-to-enhance-effect-mfis-should-reduce-interest-rates-expand-outreach-to-marginalized-groups-and-streamline-loan-processes-financial-literacy-training-and-incentives-for-savings-should-be-prioritized-policymakers-must-support-infrastructure-development-and-regulatory-reforms-to-improve-mfi-accessibility-and-operational-efficiency"/></url><url><loc>https://lanfrica.com/fr/record/poverty-remains-a-critical-challenge-in-ethiopia-exacerbated-by-limited-access-to-financial-resources-microfinance-institutions-mfis-are-recognized-as-vital-tools-for-poverty-reduction-by-providing-credit-and-financial-services-to-low-income-households-this-study-examines-the-effect-of-mfis-on-poverty-alleviation-in-nekemte-city-western-oromia-ethiopia-addressing-gaps-in-localized-empirical-evidence-on-mfi-effectiveness-a-mixed-methods-approach-was-employed-combining-primary-data-from-322-households-and-secondary-data-stratified-random-sampling-ensured-representation-across-seven-sub-cities-data-collection-utilized-structured-questionnaires-interviews-and-focus-group-discussions-descriptive-statistics-and-a-logistic-regression-model-analyzed-socio-economic-variables-and-determinants-of-poverty-status-key-findings-revealed-that-education-level-loan-size-training-saving-habits-and-proximity-to-mfis-significantly-influenced-poverty-reduction-participants-with-higher-education-0-11-p-lt-0-05-and-access-to-larger-loans-0-85-p-lt-0-05-were-more-likely-to-escape-poverty-conversely-high-interest-rates-1-16-p-lt-0-01-and-delayed-loan-disbursement-0-73-p-lt-0-10-hindered-progress-female-headed-households-faced-higher-poverty-rates-75-58-compared-to-males-48-30-mfis-positively-contribute-to-poverty-reduction-in-nekemte-city-particularly-through-income-generation-and-asset-accumulation-however-structural-barriers-such-as-high-interest-rates-limited-accessibility-and-bureaucratic-delays-undermine-their-efficacy-to-enhance-effect-mfis-should-reduce-interest-rates-expand-outreach-to-marginalized-groups-and-streamline-loan-processes-financial-literacy-training-and-incentives-for-savings-should-be-prioritized-policymakers-must-support-infrastructure-development-and-regulatory-reforms-to-improve-mfi-accessibility-and-operational-efficiency</loc><xhtml:link 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href="https://lanfrica.com/fr/record/poverty-remains-a-critical-challenge-in-ethiopia-exacerbated-by-limited-access-to-financial-resources-microfinance-institutions-mfis-are-recognized-as-vital-tools-for-poverty-reduction-by-providing-credit-and-financial-services-to-low-income-households-this-study-examines-the-effect-of-mfis-on-poverty-alleviation-in-nekemte-city-western-oromia-ethiopia-addressing-gaps-in-localized-empirical-evidence-on-mfi-effectiveness-a-mixed-methods-approach-was-employed-combining-primary-data-from-322-households-and-secondary-data-stratified-random-sampling-ensured-representation-across-seven-sub-cities-data-collection-utilized-structured-questionnaires-interviews-and-focus-group-discussions-descriptive-statistics-and-a-logistic-regression-model-analyzed-socio-economic-variables-and-determinants-of-poverty-status-key-findings-revealed-that-education-level-loan-size-training-saving-habits-and-proximity-to-mfis-significantly-influenced-poverty-reduction-participants-with-higher-education-0-11-p-lt-0-05-and-access-to-larger-loans-0-85-p-lt-0-05-were-more-likely-to-escape-poverty-conversely-high-interest-rates-1-16-p-lt-0-01-and-delayed-loan-disbursement-0-73-p-lt-0-10-hindered-progress-female-headed-households-faced-higher-poverty-rates-75-58-compared-to-males-48-30-mfis-positively-contribute-to-poverty-reduction-in-nekemte-city-particularly-through-income-generation-and-asset-accumulation-however-structural-barriers-such-as-high-interest-rates-limited-accessibility-and-bureaucratic-delays-undermine-their-efficacy-to-enhance-effect-mfis-should-reduce-interest-rates-expand-outreach-to-marginalized-groups-and-streamline-loan-processes-financial-literacy-training-and-incentives-for-savings-should-be-prioritized-policymakers-must-support-infrastructure-development-and-regulatory-reforms-to-improve-mfi-accessibility-and-operational-efficiency"/><xhtml:link 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href="https://lanfrica.com/en/record/assessing-urban-sprawl-and-its-impacts-on-urban-thermal-environment-by-using-geospatial-technology-in-addis-ababa-and-shaggar-cities-ethiopia"/></url><url><loc>https://lanfrica.com/en/record/assessing-land-suitability-is-a-critical-agricultural-practice-aimed-at-improving-crop-productivity-nevertheless-ensuring-food-security-remains-a-significant-challenge-especially-in-developing-nations-like-ethiopia-where-population-growth-intensifies-the-demand-for-agricultural-output-traditional-land-suitability-assessment-methods-are-often-labor-intensive-time-consuming-costly-and-lack-the-precision-and-speed-needed-for-timely-decision-making-to-overcome-these-challenges-this-research-utilizes-machine-learning-methods-to-forecast-land-suitability-for-five-key-cereal-crops-cultivated-in-ethiopia-namely-wheat-barley-maize-sorghum-and-teff-based-on-datasets-acquired-from-the-engineering-corporation-of-oromia-the-dataset-underwent-extensive-preprocessing-to-prepare-it-for-model-training-three-machine-learning-algorithms-random-forest-rf-gradient-boosting-gb-and-k-nearest-neighbors-knn-were-employed-alongside-feature-selection-methods-including-univariate-feature-selection-ufs-recursive-feature-elimination-with-cross-validation-rfecv-and-sequential-forward-selection-sfs-model-performance-was-optimized-using-randomized-search-with-cross-validation-for-hyperparameter-tuning-each-model-was-evaluated-under-stratified-10-fold-cross-validation-using-performance-metrics-such-as-accuracy-precision-recall-f1-score-and-confusion-matrix-the-findings-indicated-that-the-gradient-boosting-algorithm-when-integrated-with-sequential-forward-selection-delivered-superior-performance-achieving-an-accuracy-of-94-41-a-precision-of-94-37-a-recall-of-94-34-and-an-f1-score-of-94-35-therefore-the-gb-model-paired-with-sfs-is-recommended-as-the-most-effective-approach-for-accurately-and-efficiently-predicting-land-suitability-for-cereal-crop-cultivation-in-addition-to-developing-and-evaluating-machine-learning-models-this-study-suggests-that-future-research-could-explore-deep-learning-approaches-with-larger-datasets-to-further-enhance-prediction-accuracy-keywords-land-suitability-cereal-crops-machine-learning-gradient-boosting</loc><xhtml:link 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href="https://lanfrica.com/en/record/assessing-land-suitability-is-a-critical-agricultural-practice-aimed-at-improving-crop-productivity-nevertheless-ensuring-food-security-remains-a-significant-challenge-especially-in-developing-nations-like-ethiopia-where-population-growth-intensifies-the-demand-for-agricultural-output-traditional-land-suitability-assessment-methods-are-often-labor-intensive-time-consuming-costly-and-lack-the-precision-and-speed-needed-for-timely-decision-making-to-overcome-these-challenges-this-research-utilizes-machine-learning-methods-to-forecast-land-suitability-for-five-key-cereal-crops-cultivated-in-ethiopia-namely-wheat-barley-maize-sorghum-and-teff-based-on-datasets-acquired-from-the-engineering-corporation-of-oromia-the-dataset-underwent-extensive-preprocessing-to-prepare-it-for-model-training-three-machine-learning-algorithms-random-forest-rf-gradient-boosting-gb-and-k-nearest-neighbors-knn-were-employed-alongside-feature-selection-methods-including-univariate-feature-selection-ufs-recursive-feature-elimination-with-cross-validation-rfecv-and-sequential-forward-selection-sfs-model-performance-was-optimized-using-randomized-search-with-cross-validation-for-hyperparameter-tuning-each-model-was-evaluated-under-stratified-10-fold-cross-validation-using-performance-metrics-such-as-accuracy-precision-recall-f1-score-and-confusion-matrix-the-findings-indicated-that-the-gradient-boosting-algorithm-when-integrated-with-sequential-forward-selection-delivered-superior-performance-achieving-an-accuracy-of-94-41-a-precision-of-94-37-a-recall-of-94-34-and-an-f1-score-of-94-35-therefore-the-gb-model-paired-with-sfs-is-recommended-as-the-most-effective-approach-for-accurately-and-efficiently-predicting-land-suitability-for-cereal-crop-cultivation-in-addition-to-developing-and-evaluating-machine-learning-models-this-study-suggests-that-future-research-could-explore-deep-learning-approaches-with-larger-datasets-to-further-enhance-prediction-accuracy-keywords-land-suitability-cereal-crops-machine-learning-gradient-boosting"/><xhtml:link 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href="https://lanfrica.com/fr/record/assessing-land-suitability-is-a-critical-agricultural-practice-aimed-at-improving-crop-productivity-nevertheless-ensuring-food-security-remains-a-significant-challenge-especially-in-developing-nations-like-ethiopia-where-population-growth-intensifies-the-demand-for-agricultural-output-traditional-land-suitability-assessment-methods-are-often-labor-intensive-time-consuming-costly-and-lack-the-precision-and-speed-needed-for-timely-decision-making-to-overcome-these-challenges-this-research-utilizes-machine-learning-methods-to-forecast-land-suitability-for-five-key-cereal-crops-cultivated-in-ethiopia-namely-wheat-barley-maize-sorghum-and-teff-based-on-datasets-acquired-from-the-engineering-corporation-of-oromia-the-dataset-underwent-extensive-preprocessing-to-prepare-it-for-model-training-three-machine-learning-algorithms-random-forest-rf-gradient-boosting-gb-and-k-nearest-neighbors-knn-were-employed-alongside-feature-selection-methods-including-univariate-feature-selection-ufs-recursive-feature-elimination-with-cross-validation-rfecv-and-sequential-forward-selection-sfs-model-performance-was-optimized-using-randomized-search-with-cross-validation-for-hyperparameter-tuning-each-model-was-evaluated-under-stratified-10-fold-cross-validation-using-performance-metrics-such-as-accuracy-precision-recall-f1-score-and-confusion-matrix-the-findings-indicated-that-the-gradient-boosting-algorithm-when-integrated-with-sequential-forward-selection-delivered-superior-performance-achieving-an-accuracy-of-94-41-a-precision-of-94-37-a-recall-of-94-34-and-an-f1-score-of-94-35-therefore-the-gb-model-paired-with-sfs-is-recommended-as-the-most-effective-approach-for-accurately-and-efficiently-predicting-land-suitability-for-cereal-crop-cultivation-in-addition-to-developing-and-evaluating-machine-learning-models-this-study-suggests-that-future-research-could-explore-deep-learning-approaches-with-larger-datasets-to-further-enhance-prediction-accuracy-keywords-land-suitability-cereal-crops-machine-learning-gradient-boosting"/><xhtml:link 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href="https://lanfrica.com/en/record/assessing-land-suitability-is-a-critical-agricultural-practice-aimed-at-improving-crop-productivity-nevertheless-ensuring-food-security-remains-a-significant-challenge-especially-in-developing-nations-like-ethiopia-where-population-growth-intensifies-the-demand-for-agricultural-output-traditional-land-suitability-assessment-methods-are-often-labor-intensive-time-consuming-costly-and-lack-the-precision-and-speed-needed-for-timely-decision-making-to-overcome-these-challenges-this-research-utilizes-machine-learning-methods-to-forecast-land-suitability-for-five-key-cereal-crops-cultivated-in-ethiopia-namely-wheat-barley-maize-sorghum-and-teff-based-on-datasets-acquired-from-the-engineering-corporation-of-oromia-the-dataset-underwent-extensive-preprocessing-to-prepare-it-for-model-training-three-machine-learning-algorithms-random-forest-rf-gradient-boosting-gb-and-k-nearest-neighbors-knn-were-employed-alongside-feature-selection-methods-including-univariate-feature-selection-ufs-recursive-feature-elimination-with-cross-validation-rfecv-and-sequential-forward-selection-sfs-model-performance-was-optimized-using-randomized-search-with-cross-validation-for-hyperparameter-tuning-each-model-was-evaluated-under-stratified-10-fold-cross-validation-using-performance-metrics-such-as-accuracy-precision-recall-f1-score-and-confusion-matrix-the-findings-indicated-that-the-gradient-boosting-algorithm-when-integrated-with-sequential-forward-selection-delivered-superior-performance-achieving-an-accuracy-of-94-41-a-precision-of-94-37-a-recall-of-94-34-and-an-f1-score-of-94-35-therefore-the-gb-model-paired-with-sfs-is-recommended-as-the-most-effective-approach-for-accurately-and-efficiently-predicting-land-suitability-for-cereal-crop-cultivation-in-addition-to-developing-and-evaluating-machine-learning-models-this-study-suggests-that-future-research-could-explore-deep-learning-approaches-with-larger-datasets-to-further-enhance-prediction-accuracy-keywords-land-suitability-cereal-crops-machine-learning-gradient-boosting"/></url><url><loc>https://lanfrica.com/fr/record/assessing-land-suitability-is-a-critical-agricultural-practice-aimed-at-improving-crop-productivity-nevertheless-ensuring-food-security-remains-a-significant-challenge-especially-in-developing-nations-like-ethiopia-where-population-growth-intensifies-the-demand-for-agricultural-output-traditional-land-suitability-assessment-methods-are-often-labor-intensive-time-consuming-costly-and-lack-the-precision-and-speed-needed-for-timely-decision-making-to-overcome-these-challenges-this-research-utilizes-machine-learning-methods-to-forecast-land-suitability-for-five-key-cereal-crops-cultivated-in-ethiopia-namely-wheat-barley-maize-sorghum-and-teff-based-on-datasets-acquired-from-the-engineering-corporation-of-oromia-the-dataset-underwent-extensive-preprocessing-to-prepare-it-for-model-training-three-machine-learning-algorithms-random-forest-rf-gradient-boosting-gb-and-k-nearest-neighbors-knn-were-employed-alongside-feature-selection-methods-including-univariate-feature-selection-ufs-recursive-feature-elimination-with-cross-validation-rfecv-and-sequential-forward-selection-sfs-model-performance-was-optimized-using-randomized-search-with-cross-validation-for-hyperparameter-tuning-each-model-was-evaluated-under-stratified-10-fold-cross-validation-using-performance-metrics-such-as-accuracy-precision-recall-f1-score-and-confusion-matrix-the-findings-indicated-that-the-gradient-boosting-algorithm-when-integrated-with-sequential-forward-selection-delivered-superior-performance-achieving-an-accuracy-of-94-41-a-precision-of-94-37-a-recall-of-94-34-and-an-f1-score-of-94-35-therefore-the-gb-model-paired-with-sfs-is-recommended-as-the-most-effective-approach-for-accurately-and-efficiently-predicting-land-suitability-for-cereal-crop-cultivation-in-addition-to-developing-and-evaluating-machine-learning-models-this-study-suggests-that-future-research-could-explore-deep-learning-approaches-with-larger-datasets-to-further-enhance-prediction-accuracy-keywords-land-suitability-cereal-crops-machine-learning-gradient-boosting</loc><xhtml:link 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href="https://lanfrica.com/en/record/assessing-land-suitability-is-a-critical-agricultural-practice-aimed-at-improving-crop-productivity-nevertheless-ensuring-food-security-remains-a-significant-challenge-especially-in-developing-nations-like-ethiopia-where-population-growth-intensifies-the-demand-for-agricultural-output-traditional-land-suitability-assessment-methods-are-often-labor-intensive-time-consuming-costly-and-lack-the-precision-and-speed-needed-for-timely-decision-making-to-overcome-these-challenges-this-research-utilizes-machine-learning-methods-to-forecast-land-suitability-for-five-key-cereal-crops-cultivated-in-ethiopia-namely-wheat-barley-maize-sorghum-and-teff-based-on-datasets-acquired-from-the-engineering-corporation-of-oromia-the-dataset-underwent-extensive-preprocessing-to-prepare-it-for-model-training-three-machine-learning-algorithms-random-forest-rf-gradient-boosting-gb-and-k-nearest-neighbors-knn-were-employed-alongside-feature-selection-methods-including-univariate-feature-selection-ufs-recursive-feature-elimination-with-cross-validation-rfecv-and-sequential-forward-selection-sfs-model-performance-was-optimized-using-randomized-search-with-cross-validation-for-hyperparameter-tuning-each-model-was-evaluated-under-stratified-10-fold-cross-validation-using-performance-metrics-such-as-accuracy-precision-recall-f1-score-and-confusion-matrix-the-findings-indicated-that-the-gradient-boosting-algorithm-when-integrated-with-sequential-forward-selection-delivered-superior-performance-achieving-an-accuracy-of-94-41-a-precision-of-94-37-a-recall-of-94-34-and-an-f1-score-of-94-35-therefore-the-gb-model-paired-with-sfs-is-recommended-as-the-most-effective-approach-for-accurately-and-efficiently-predicting-land-suitability-for-cereal-crop-cultivation-in-addition-to-developing-and-evaluating-machine-learning-models-this-study-suggests-that-future-research-could-explore-deep-learning-approaches-with-larger-datasets-to-further-enhance-prediction-accuracy-keywords-land-suitability-cereal-crops-machine-learning-gradient-boosting"/><xhtml:link 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href="https://lanfrica.com/en/record/reading-makes-a-hero-practical-perspectives-in-past-theatre-projects-in-german-and-ghanaian-classes"/></url><url><loc>https://lanfrica.com/en/record/r-sum-la-pr-sente-recherche-analyse-les-facteurs-de-la-p-rennit-de-34-syst-mes-financiers-d-centralis-s-sfd-dans-le-grand-nord-en-province-du-nord-kivu-travers-la-r-silience-organisationnelle-face-aux-chocs-endog-nes-dans-un-environnement-marqu-par-les-perturbations-en-r-p-tition-l-objectif-de-cette-tude-est-de-mettre-en-vidence-les-facteurs-qui-contribuent-significativement-la-p-rennit-des-sfd-par-le-biais-de-leur-r-silience-organisationnelle-fond-e-sur-la-th-orie-de-la-r-silience-cette-recherche-s-inscrit-dans-un-courant-positiviste-ce-courant-aide-expliquer-les-relations-entre-les-variables-sous-tude-tout-en-mobilisant-une-approche-mixte-combinant-les-m-thodes-qualitatives-et-quantitatives-a-l-aide-de-la-r-gression-logistique-binaire-facilit-e-par-stata-les-r-sultats-soulignent-que-l-efficacit-op-rationnelle-ainsi-que-les-contr-les-r-alis-s-par-les-organes-internes-et-externes-influencent-positivement-et-significativement-la-r-sistance-des-sfd-face-aux-chocs-endog-nes-cependant-la-croissance-de-portefeuille-risque-n-est-pas-interpr-ter-au-sens-math-matique-un-portefeuille-risque-lev-constitue-une-alerte-facilitant-la-maitrise-des-risques-avant-que-la-situation-ne-se-d-grade-par-cons-quent-le-portefeuille-risque-influe-positivement-sur-la-r-sistance-des-sfd-face-aux-chocs-endog-nes-mots-cl-s-p-rennit-r-silience-organisationnelle-syst-mes-financiers-d-centralis-s-d-terminants-chocs-internes-grand-nord-abstract-this-study-analyzes-the-factors-contributing-to-sustainability-of-34-decentralized-financial-systems-dfss-in-the-grand-north-region-of-north-kivu-province-through-organizational-resilience-to-endogenous-shocks-in-an-environment-characterized-by-recurring-disruptions-the-objective-of-this-study-is-to-identify-the-factors-that-significantly-contribute-to-the-sustainability-of-dfss-through-their-organizational-resilience-grounded-in-resilience-theory-this-research-adopts-a-positivist-paradigm-this-paradigm-helps-explain-the-relationship-among-the-variables-under-investigation-while-employing-mixed-methods-approach-that-combines-qualitative-and-quantitative-research-methods-using-binary-logistic-regression-conducted-with-stata-the-findings-reveal-that-operational-efficiency-as-well-as-internal-and-external-oversight-and-control-mechanisms-positively-and-significantly-influence-the-ability-of-dess-to-withstand-endogenous-shocks-however-the-positive-affect-of-the-portfolio-at-risk-par-should-not-be-interpreted-in-a-purely-mathematical-sense-rather-a-high-portfolio-at-risk-serves-as-an-early-warning-indicator-that-enables-institutions-to-identify-and-manage-risks-before-the-situation-deteriorates-consequently-the-portfolio-at-risk-positively-influences-the-resilience-of-dfss-to-endogenous-shocks-keywords-sustainability-organizational-resilience-decentralized-financial-systems-determinants-endogenous-shocks-grand-north</loc><xhtml:link 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-approach-that-combines-qualitative-and-quantitative-research-methods-using-binary-logistic-regression-conducted-with-stata-the-findings-reveal-that-operational-efficiency-as-well-as-internal-and-external-oversight-and-control-mechanisms-positively-and-significantly-influence-the-ability-of-dess-to-withstand-endogenous-shocks-however-the-positive-affect-of-the-portfolio-at-risk-par-should-not-be-interpreted-in-a-purely-mathematical-sense-rather-a-high-portfolio-at-risk-serves-as-an-early-warning-indicator-that-enables-institutions-to-identify-and-manage-risks-before-the-situation-deteriorates-consequently-the-portfolio-at-risk-positively-influences-the-resilience-of-dfss-to-endogenous-shocks-keywords-sustainability-organizational-resilience-decentralized-financial-systems-determinants-endogenous-shocks-grand-north</loc><xhtml:link 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