Matches in SemOpenAlex for { <https://semopenalex.org/work/W2181738863> ?p ?o ?g. }
Showing items 1 to 77 of
77
with 100 items per page.
- W2181738863 abstract "Summary This research is a prediction stage of breast cancer group model, the probability that a patient is detected at any stage of breast cancer or non-breast cancer based on the tumor cells with abnormal growth of breast cancer. The independent variable is the tumor cells to grow abnormally: Clump Thickness (X1), Uniformity of Cell Size (X2), Uniformity of Cell Shape (X3), Marginal Adhesion (X4), Single Epithelial Cell Size (X5), Bare Nuclei (X6), Bland Chromatin (X7), Normal Nucleoli (X8), and Mitoses (X9). The dependent variable is the probability that the patient is detected at any stage of breast cancer or non-breast cancer based on the tumor cells with abnormal growth of breast cancer by using Ordinal Logistic Regression Model and Discriminant Model. Conclude that Ordinal Logistic Regression Model can use few variables in a prediction stage of breast cancer and Ordinal Logistic Regression Model has classification 55.50% higher than Discriminant Model has classification 54.10%. Ordinal Logistic Regression Model has classification for non-breast cancer patient is 73.60%, breast cancer stage 1 patient is 5%, breast cancer stage 2 patient is 43.6%, breast cancer stage 3 patient is 61.4%. The study results reveal that the Discriminant Analysis can use predicted variables 9 variables. Discriminant Model has classification for non-breast cancer patient is 56%, breast cancer stage 1 patient is 49.10%, breast cancer stage 2 patient is 35.6%, breast cancer stage 3 patient is 72.6% and breast cancer stage 4 patient is 60%." @default.
- W2181738863 created "2016-06-24" @default.
- W2181738863 creator A5007355348 @default.
- W2181738863 creator A5081500753 @default.
- W2181738863 date "2012-01-01" @default.
- W2181738863 modified "2023-09-27" @default.
- W2181738863 title "Comparison Multinomial Logistic Regression and Discriminant Analysis in predicting the stage of Breast Cancer" @default.
- W2181738863 cites W1558262503 @default.
- W2181738863 cites W1990748933 @default.
- W2181738863 cites W2002120174 @default.
- W2181738863 cites W2033326122 @default.
- W2181738863 cites W2089514388 @default.
- W2181738863 cites W2339492498 @default.
- W2181738863 cites W3133917342 @default.
- W2181738863 cites W3135358928 @default.
- W2181738863 cites W3148106702 @default.
- W2181738863 cites W3148116038 @default.
- W2181738863 hasPublicationYear "2012" @default.
- W2181738863 type Work @default.
- W2181738863 sameAs 2181738863 @default.
- W2181738863 citedByCount "0" @default.
- W2181738863 crossrefType "journal-article" @default.
- W2181738863 hasAuthorship W2181738863A5007355348 @default.
- W2181738863 hasAuthorship W2181738863A5081500753 @default.
- W2181738863 hasConcept C105795698 @default.
- W2181738863 hasConcept C117568660 @default.
- W2181738863 hasConcept C121608353 @default.
- W2181738863 hasConcept C126322002 @default.
- W2181738863 hasConcept C143998085 @default.
- W2181738863 hasConcept C146357865 @default.
- W2181738863 hasConcept C151730666 @default.
- W2181738863 hasConcept C151956035 @default.
- W2181738863 hasConcept C33923547 @default.
- W2181738863 hasConcept C530470458 @default.
- W2181738863 hasConcept C69738355 @default.
- W2181738863 hasConcept C71924100 @default.
- W2181738863 hasConcept C86803240 @default.
- W2181738863 hasConceptScore W2181738863C105795698 @default.
- W2181738863 hasConceptScore W2181738863C117568660 @default.
- W2181738863 hasConceptScore W2181738863C121608353 @default.
- W2181738863 hasConceptScore W2181738863C126322002 @default.
- W2181738863 hasConceptScore W2181738863C143998085 @default.
- W2181738863 hasConceptScore W2181738863C146357865 @default.
- W2181738863 hasConceptScore W2181738863C151730666 @default.
- W2181738863 hasConceptScore W2181738863C151956035 @default.
- W2181738863 hasConceptScore W2181738863C33923547 @default.
- W2181738863 hasConceptScore W2181738863C530470458 @default.
- W2181738863 hasConceptScore W2181738863C69738355 @default.
- W2181738863 hasConceptScore W2181738863C71924100 @default.
- W2181738863 hasConceptScore W2181738863C86803240 @default.
- W2181738863 hasLocation W21817388631 @default.
- W2181738863 hasOpenAccess W2181738863 @default.
- W2181738863 hasPrimaryLocation W21817388631 @default.
- W2181738863 hasRelatedWork W2090841332 @default.
- W2181738863 hasRelatedWork W2135830844 @default.
- W2181738863 hasRelatedWork W2278784409 @default.
- W2181738863 hasRelatedWork W2347003277 @default.
- W2181738863 hasRelatedWork W2353718388 @default.
- W2181738863 hasRelatedWork W2363548800 @default.
- W2181738863 hasRelatedWork W2400874299 @default.
- W2181738863 hasRelatedWork W2408817024 @default.
- W2181738863 hasRelatedWork W2549336121 @default.
- W2181738863 hasRelatedWork W2617924944 @default.
- W2181738863 hasRelatedWork W2784341352 @default.
- W2181738863 hasRelatedWork W2794410547 @default.
- W2181738863 hasRelatedWork W2891883012 @default.
- W2181738863 hasRelatedWork W2926297993 @default.
- W2181738863 hasRelatedWork W2944413189 @default.
- W2181738863 hasRelatedWork W2948562938 @default.
- W2181738863 hasRelatedWork W2967151617 @default.
- W2181738863 hasRelatedWork W3084203625 @default.
- W2181738863 hasRelatedWork W3129981924 @default.
- W2181738863 hasRelatedWork W621541865 @default.
- W2181738863 isParatext "false" @default.
- W2181738863 isRetracted "false" @default.
- W2181738863 magId "2181738863" @default.
- W2181738863 workType "article" @default.