Association of oral candidiasis with oral lichen planus in patients using corticosteroid therapy - Meta-analysis
J Popul Ther Clin Pharmacol. 2023 Jan 9;30(1):e1-e13. doi: 10.47750/jptcp.2023.1020. eCollection 2023.ABSTRACTOral lichen planus (OLP) is a chronic inflammatory disease that commonly affects the skin and mucous membranes. There is a difference of opinion among clinicians about whether OLP has been associated with oral candidiasis. Nonetheless, in OLP patients, the oral candidiasis prevalence rate ranges from 7.7 to 16.6%, as established through biopsy findings, whereas 37-50% of the prevalence rate has been noticed in culture findings. Oral candidiasis has been linked to several local and systemic factors, including saliva...
Source: Journal of Population Therapeutics and Clinical Pharmacology - January 11, 2023 Category: Drugs & Pharmacology Authors: Sulaiman S Alqahtani Faris M Alabeedi Source Type: research

Application of forward selection strategy using C4.5 algorithm to improve the accuracy of classification's data set
J Popul Ther Clin Pharmacol. 2023 Jan 10;30(1):e14-e23. doi: 10.47750/jptcp.2023.1002. eCollection 2023.ABSTRACTThe purpose of this study is to improve the classification accuracy of the C4.5 Algorithm utilizing the forward selection technique. Breast Cancer from the UCI Machine Learning Repository is the dataset utilized. There are 286 records in the dataset with nine attributes and one class (label). The suggested model was evaluated with two existing classification models (C4.5 and Naïve Bayes) using the RapidMiner program. The procedure consists of multiple stages, the first of which consists of selecting the dominant...
Source: Journal of Population Therapeutics and Clinical Pharmacology - January 11, 2023 Category: Drugs & Pharmacology Authors: Etika Kartikadarma Pandu Adi Cakranegara Faisal Syafar Akbar Iskandar Arman Paramansyah Robbi Rahim Source Type: research

Association of oral candidiasis with oral lichen planus in patients using corticosteroid therapy - Meta-analysis
J Popul Ther Clin Pharmacol. 2023 Jan 9;30(1):e1-e13. doi: 10.47750/jptcp.2023.1020. eCollection 2023.ABSTRACTOral lichen planus (OLP) is a chronic inflammatory disease that commonly affects the skin and mucous membranes. There is a difference of opinion among clinicians about whether OLP has been associated with oral candidiasis. Nonetheless, in OLP patients, the oral candidiasis prevalence rate ranges from 7.7 to 16.6%, as established through biopsy findings, whereas 37-50% of the prevalence rate has been noticed in culture findings. Oral candidiasis has been linked to several local and systemic factors, including saliva...
Source: Journal of Population Therapeutics and Clinical Pharmacology - January 11, 2023 Category: Drugs & Pharmacology Authors: Sulaiman S Alqahtani Faris M Alabeedi Source Type: research

Application of forward selection strategy using C4.5 algorithm to improve the accuracy of classification's data set
J Popul Ther Clin Pharmacol. 2023 Jan 10;30(1):e14-e23. doi: 10.47750/jptcp.2023.1002. eCollection 2023.ABSTRACTThe purpose of this study is to improve the classification accuracy of the C4.5 Algorithm utilizing the forward selection technique. Breast Cancer from the UCI Machine Learning Repository is the dataset utilized. There are 286 records in the dataset with nine attributes and one class (label). The suggested model was evaluated with two existing classification models (C4.5 and Naïve Bayes) using the RapidMiner program. The procedure consists of multiple stages, the first of which consists of selecting the dominant...
Source: Journal of Population Therapeutics and Clinical Pharmacology - January 11, 2023 Category: Drugs & Pharmacology Authors: Etika Kartikadarma Pandu Adi Cakranegara Faisal Syafar Akbar Iskandar Arman Paramansyah Robbi Rahim Source Type: research

Association of oral candidiasis with oral lichen planus in patients using corticosteroid therapy - Meta-analysis
J Popul Ther Clin Pharmacol. 2023 Jan 9;30(1):e1-e13. doi: 10.47750/jptcp.2023.1020. eCollection 2023.ABSTRACTOral lichen planus (OLP) is a chronic inflammatory disease that commonly affects the skin and mucous membranes. There is a difference of opinion among clinicians about whether OLP has been associated with oral candidiasis. Nonetheless, in OLP patients, the oral candidiasis prevalence rate ranges from 7.7 to 16.6%, as established through biopsy findings, whereas 37-50% of the prevalence rate has been noticed in culture findings. Oral candidiasis has been linked to several local and systemic factors, including saliva...
Source: Journal of Population Therapeutics and Clinical Pharmacology - January 11, 2023 Category: Drugs & Pharmacology Authors: Sulaiman S Alqahtani Faris M Alabeedi Source Type: research

Application of forward selection strategy using C4.5 algorithm to improve the accuracy of classification's data set
J Popul Ther Clin Pharmacol. 2023 Jan 10;30(1):e14-e23. doi: 10.47750/jptcp.2023.1002. eCollection 2023.ABSTRACTThe purpose of this study is to improve the classification accuracy of the C4.5 Algorithm utilizing the forward selection technique. Breast Cancer from the UCI Machine Learning Repository is the dataset utilized. There are 286 records in the dataset with nine attributes and one class (label). The suggested model was evaluated with two existing classification models (C4.5 and Naïve Bayes) using the RapidMiner program. The procedure consists of multiple stages, the first of which consists of selecting the dominant...
Source: Journal of Population Therapeutics and Clinical Pharmacology - January 11, 2023 Category: Drugs & Pharmacology Authors: Etika Kartikadarma Pandu Adi Cakranegara Faisal Syafar Akbar Iskandar Arman Paramansyah Robbi Rahim Source Type: research

Association of oral candidiasis with oral lichen planus in patients using corticosteroid therapy - Meta-analysis
J Popul Ther Clin Pharmacol. 2023 Jan 9;30(1):e1-e13. doi: 10.47750/jptcp.2023.1020. eCollection 2023.ABSTRACTOral lichen planus (OLP) is a chronic inflammatory disease that commonly affects the skin and mucous membranes. There is a difference of opinion among clinicians about whether OLP has been associated with oral candidiasis. Nonetheless, in OLP patients, the oral candidiasis prevalence rate ranges from 7.7 to 16.6%, as established through biopsy findings, whereas 37-50% of the prevalence rate has been noticed in culture findings. Oral candidiasis has been linked to several local and systemic factors, including saliva...
Source: Journal of Population Therapeutics and Clinical Pharmacology - January 11, 2023 Category: Drugs & Pharmacology Authors: Sulaiman S Alqahtani Faris M Alabeedi Source Type: research

Application of forward selection strategy using C4.5 algorithm to improve the accuracy of classification's data set
J Popul Ther Clin Pharmacol. 2023 Jan 10;30(1):e14-e23. doi: 10.47750/jptcp.2023.1002. eCollection 2023.ABSTRACTThe purpose of this study is to improve the classification accuracy of the C4.5 Algorithm utilizing the forward selection technique. Breast Cancer from the UCI Machine Learning Repository is the dataset utilized. There are 286 records in the dataset with nine attributes and one class (label). The suggested model was evaluated with two existing classification models (C4.5 and Naïve Bayes) using the RapidMiner program. The procedure consists of multiple stages, the first of which consists of selecting the dominant...
Source: Journal of Population Therapeutics and Clinical Pharmacology - January 11, 2023 Category: Drugs & Pharmacology Authors: Etika Kartikadarma Pandu Adi Cakranegara Faisal Syafar Akbar Iskandar Arman Paramansyah Robbi Rahim Source Type: research

Association of oral candidiasis with oral lichen planus in patients using corticosteroid therapy - Meta-analysis
J Popul Ther Clin Pharmacol. 2023 Jan 9;30(1):e1-e13. doi: 10.47750/jptcp.2023.1020. eCollection 2023.ABSTRACTOral lichen planus (OLP) is a chronic inflammatory disease that commonly affects the skin and mucous membranes. There is a difference of opinion among clinicians about whether OLP has been associated with oral candidiasis. Nonetheless, in OLP patients, the oral candidiasis prevalence rate ranges from 7.7 to 16.6%, as established through biopsy findings, whereas 37-50% of the prevalence rate has been noticed in culture findings. Oral candidiasis has been linked to several local and systemic factors, including saliva...
Source: Journal of Population Therapeutics and Clinical Pharmacology - January 11, 2023 Category: Drugs & Pharmacology Authors: Sulaiman S Alqahtani Faris M Alabeedi Source Type: research

Application of forward selection strategy using C4.5 algorithm to improve the accuracy of classification's data set
J Popul Ther Clin Pharmacol. 2023 Jan 10;30(1):e14-e23. doi: 10.47750/jptcp.2023.1002. eCollection 2023.ABSTRACTThe purpose of this study is to improve the classification accuracy of the C4.5 Algorithm utilizing the forward selection technique. Breast Cancer from the UCI Machine Learning Repository is the dataset utilized. There are 286 records in the dataset with nine attributes and one class (label). The suggested model was evaluated with two existing classification models (C4.5 and Naïve Bayes) using the RapidMiner program. The procedure consists of multiple stages, the first of which consists of selecting the dominant...
Source: Journal of Population Therapeutics and Clinical Pharmacology - January 11, 2023 Category: Drugs & Pharmacology Authors: Etika Kartikadarma Pandu Adi Cakranegara Faisal Syafar Akbar Iskandar Arman Paramansyah Robbi Rahim Source Type: research

Association of oral candidiasis with oral lichen planus in patients using corticosteroid therapy - Meta-analysis
J Popul Ther Clin Pharmacol. 2023 Jan 9;30(1):e1-e13. doi: 10.47750/jptcp.2023.1020. eCollection 2023.ABSTRACTOral lichen planus (OLP) is a chronic inflammatory disease that commonly affects the skin and mucous membranes. There is a difference of opinion among clinicians about whether OLP has been associated with oral candidiasis. Nonetheless, in OLP patients, the oral candidiasis prevalence rate ranges from 7.7 to 16.6%, as established through biopsy findings, whereas 37-50% of the prevalence rate has been noticed in culture findings. Oral candidiasis has been linked to several local and systemic factors, including saliva...
Source: Journal of Population Therapeutics and Clinical Pharmacology - January 11, 2023 Category: Drugs & Pharmacology Authors: Sulaiman S Alqahtani Faris M Alabeedi Source Type: research

Application of forward selection strategy using C4.5 algorithm to improve the accuracy of classification's data set
J Popul Ther Clin Pharmacol. 2023 Jan 10;30(1):e14-e23. doi: 10.47750/jptcp.2023.1002. eCollection 2023.ABSTRACTThe purpose of this study is to improve the classification accuracy of the C4.5 Algorithm utilizing the forward selection technique. Breast Cancer from the UCI Machine Learning Repository is the dataset utilized. There are 286 records in the dataset with nine attributes and one class (label). The suggested model was evaluated with two existing classification models (C4.5 and Naïve Bayes) using the RapidMiner program. The procedure consists of multiple stages, the first of which consists of selecting the dominant...
Source: Journal of Population Therapeutics and Clinical Pharmacology - January 11, 2023 Category: Drugs & Pharmacology Authors: Etika Kartikadarma Pandu Adi Cakranegara Faisal Syafar Akbar Iskandar Arman Paramansyah Robbi Rahim Source Type: research

Association of oral candidiasis with oral lichen planus in patients using corticosteroid therapy - Meta-analysis
J Popul Ther Clin Pharmacol. 2023 Jan 9;30(1):e1-e13. doi: 10.47750/jptcp.2023.1020. eCollection 2023.ABSTRACTOral lichen planus (OLP) is a chronic inflammatory disease that commonly affects the skin and mucous membranes. There is a difference of opinion among clinicians about whether OLP has been associated with oral candidiasis. Nonetheless, in OLP patients, the oral candidiasis prevalence rate ranges from 7.7 to 16.6%, as established through biopsy findings, whereas 37-50% of the prevalence rate has been noticed in culture findings. Oral candidiasis has been linked to several local and systemic factors, including saliva...
Source: Journal of Population Therapeutics and Clinical Pharmacology - January 11, 2023 Category: Drugs & Pharmacology Authors: Sulaiman S Alqahtani Faris M Alabeedi Source Type: research

Application of forward selection strategy using C4.5 algorithm to improve the accuracy of classification's data set
J Popul Ther Clin Pharmacol. 2023 Jan 10;30(1):e14-e23. doi: 10.47750/jptcp.2023.1002. eCollection 2023.ABSTRACTThe purpose of this study is to improve the classification accuracy of the C4.5 Algorithm utilizing the forward selection technique. Breast Cancer from the UCI Machine Learning Repository is the dataset utilized. There are 286 records in the dataset with nine attributes and one class (label). The suggested model was evaluated with two existing classification models (C4.5 and Naïve Bayes) using the RapidMiner program. The procedure consists of multiple stages, the first of which consists of selecting the dominant...
Source: Journal of Population Therapeutics and Clinical Pharmacology - January 11, 2023 Category: Drugs & Pharmacology Authors: Etika Kartikadarma Pandu Adi Cakranegara Faisal Syafar Akbar Iskandar Arman Paramansyah Robbi Rahim Source Type: research

Association of oral candidiasis with oral lichen planus in patients using corticosteroid therapy - Meta-analysis
J Popul Ther Clin Pharmacol. 2023 Jan 9;30(1):e1-e13. doi: 10.47750/jptcp.2023.1020. eCollection 2023.ABSTRACTOral lichen planus (OLP) is a chronic inflammatory disease that commonly affects the skin and mucous membranes. There is a difference of opinion among clinicians about whether OLP has been associated with oral candidiasis. Nonetheless, in OLP patients, the oral candidiasis prevalence rate ranges from 7.7 to 16.6%, as established through biopsy findings, whereas 37-50% of the prevalence rate has been noticed in culture findings. Oral candidiasis has been linked to several local and systemic factors, including saliva...
Source: Journal of Population Therapeutics and Clinical Pharmacology - January 11, 2023 Category: Drugs & Pharmacology Authors: Sulaiman S Alqahtani Faris M Alabeedi Source Type: research