Matches in SemOpenAlex for { <https://semopenalex.org/work/W2952014779> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W2952014779 endingPage "91" @default.
- W2952014779 startingPage "88" @default.
- W2952014779 abstract "Classification is an important data mining technique with a wide range of applications to classify the various types of data existing in almost all areas of our lives. The purpose of this discovery study can be used to estimate the potential of having breast cancer by taking advantage of anthropometric data and collected routine blood analysis parameters. The study was performed using data from patients who were admitted to the clinic with the suspicion of breast cancer. The values of Age (years), BMI (kg/m2), Glucose (mg/dL), Insulin (µU/mL), HOMA, Leptin (ng/mL), Adiponectin (µg/mL), Resistin (ng/mL), MCP-1(pg/dL) were used. In our study, classification algorithms were applied to the data and they were asked to estimate the disease diagnosis. The classification performance of Artificial neural networks and Naive Bayes classifiers which were applied to data with 9 inputs and one output were calculated and theperformance results were compared. This article sheds light on the performance evaluation based on correct and incorrect data classification examples using ANN and Naive Bayes classification algorithm. When we look at the performances obtained, it is predicted that using the anthropometric data and the collected routine blood analysis parameters, the potential for diagnosing breast cancer is high using these data." @default.
- W2952014779 created "2019-06-27" @default.
- W2952014779 creator A5010429137 @default.
- W2952014779 creator A5027759132 @default.
- W2952014779 date "2019-01-30" @default.
- W2952014779 modified "2023-10-11" @default.
- W2952014779 title "Performance Analysis of ANN and Naive Bayes Classification Algorithm for Data Classification" @default.
- W2952014779 cites W1481724475 @default.
- W2952014779 cites W1498436455 @default.
- W2952014779 cites W1569512666 @default.
- W2952014779 cites W1985842955 @default.
- W2952014779 cites W1986760892 @default.
- W2952014779 cites W2002016471 @default.
- W2952014779 cites W2128153491 @default.
- W2952014779 cites W2284497682 @default.
- W2952014779 cites W2524882517 @default.
- W2952014779 doi "https://doi.org/10.18201//ijisae.2019252786" @default.
- W2952014779 hasPublicationYear "2019" @default.
- W2952014779 type Work @default.
- W2952014779 sameAs 2952014779 @default.
- W2952014779 citedByCount "21" @default.
- W2952014779 countsByYear W29520147792019 @default.
- W2952014779 countsByYear W29520147792020 @default.
- W2952014779 countsByYear W29520147792021 @default.
- W2952014779 countsByYear W29520147792022 @default.
- W2952014779 crossrefType "journal-article" @default.
- W2952014779 hasAuthorship W2952014779A5010429137 @default.
- W2952014779 hasAuthorship W2952014779A5027759132 @default.
- W2952014779 hasConcept C107673813 @default.
- W2952014779 hasConcept C110083411 @default.
- W2952014779 hasConcept C11413529 @default.
- W2952014779 hasConcept C119857082 @default.
- W2952014779 hasConcept C121608353 @default.
- W2952014779 hasConcept C12267149 @default.
- W2952014779 hasConcept C124101348 @default.
- W2952014779 hasConcept C126322002 @default.
- W2952014779 hasConcept C154945302 @default.
- W2952014779 hasConcept C207201462 @default.
- W2952014779 hasConcept C2776782570 @default.
- W2952014779 hasConcept C2777391703 @default.
- W2952014779 hasConcept C2779306644 @default.
- W2952014779 hasConcept C2780724565 @default.
- W2952014779 hasConcept C41008148 @default.
- W2952014779 hasConcept C50644808 @default.
- W2952014779 hasConcept C52001869 @default.
- W2952014779 hasConcept C530470458 @default.
- W2952014779 hasConcept C71924100 @default.
- W2952014779 hasConceptScore W2952014779C107673813 @default.
- W2952014779 hasConceptScore W2952014779C110083411 @default.
- W2952014779 hasConceptScore W2952014779C11413529 @default.
- W2952014779 hasConceptScore W2952014779C119857082 @default.
- W2952014779 hasConceptScore W2952014779C121608353 @default.
- W2952014779 hasConceptScore W2952014779C12267149 @default.
- W2952014779 hasConceptScore W2952014779C124101348 @default.
- W2952014779 hasConceptScore W2952014779C126322002 @default.
- W2952014779 hasConceptScore W2952014779C154945302 @default.
- W2952014779 hasConceptScore W2952014779C207201462 @default.
- W2952014779 hasConceptScore W2952014779C2776782570 @default.
- W2952014779 hasConceptScore W2952014779C2777391703 @default.
- W2952014779 hasConceptScore W2952014779C2779306644 @default.
- W2952014779 hasConceptScore W2952014779C2780724565 @default.
- W2952014779 hasConceptScore W2952014779C41008148 @default.
- W2952014779 hasConceptScore W2952014779C50644808 @default.
- W2952014779 hasConceptScore W2952014779C52001869 @default.
- W2952014779 hasConceptScore W2952014779C530470458 @default.
- W2952014779 hasConceptScore W2952014779C71924100 @default.
- W2952014779 hasIssue "2" @default.
- W2952014779 hasLocation W29520147791 @default.
- W2952014779 hasOpenAccess W2952014779 @default.
- W2952014779 hasPrimaryLocation W29520147791 @default.
- W2952014779 hasRelatedWork W1576796419 @default.
- W2952014779 hasRelatedWork W2101234009 @default.
- W2952014779 hasRelatedWork W2118978333 @default.
- W2952014779 hasRelatedWork W2299473694 @default.
- W2952014779 hasRelatedWork W2403822404 @default.
- W2952014779 hasRelatedWork W2617105273 @default.
- W2952014779 hasRelatedWork W2775608581 @default.
- W2952014779 hasRelatedWork W2906593256 @default.
- W2952014779 hasRelatedWork W2911964244 @default.
- W2952014779 hasRelatedWork W2923175165 @default.
- W2952014779 hasRelatedWork W2943066382 @default.
- W2952014779 hasRelatedWork W2964661679 @default.
- W2952014779 hasRelatedWork W2977910365 @default.
- W2952014779 hasRelatedWork W3014511701 @default.
- W2952014779 hasRelatedWork W3027482503 @default.
- W2952014779 hasRelatedWork W3027616527 @default.
- W2952014779 hasRelatedWork W3040550565 @default.
- W2952014779 hasRelatedWork W3132847290 @default.
- W2952014779 hasRelatedWork W3165486239 @default.
- W2952014779 hasRelatedWork W3129780185 @default.
- W2952014779 hasVolume "7" @default.
- W2952014779 isParatext "false" @default.
- W2952014779 isRetracted "false" @default.
- W2952014779 magId "2952014779" @default.
- W2952014779 workType "article" @default.