Matches in SemOpenAlex for { <https://semopenalex.org/work/W2905129974> ?p ?o ?g. }
Showing items 1 to 64 of
64
with 100 items per page.
- W2905129974 endingPage "1" @default.
- W2905129974 startingPage "1" @default.
- W2905129974 abstract "The purpose of this study was to find the best algorithm in making predictions of students' graduation from 4 algorithms: Naive Bayes Algorithm, Decision Tree (C4.5), k-Nearest Neighbor (kNN), Neural Network based Particle Swarm Optimization (PSO) as references to make policies and academic acts (BAAK) in reducing students who graduated late and did not pass. The results show that PSO-k-Nearest Neighbor (k-NN) algorithm based on k-optimum = 19 has the best performance of 4 algorithms, with Accuracy = 74,08% and Area Under the Curve (AUC) = 0,788. The addition of the Particle Swarm Optimization (PSO) feature always increases the accuracy value, where the highest accuracy value lies in the Decision Tree Algorithm (C4.5) of 5.21%, the lowest on the Naive Bayes Algorithm of 2.13%." @default.
- W2905129974 created "2018-12-22" @default.
- W2905129974 creator A5077834534 @default.
- W2905129974 date "2018-10-31" @default.
- W2905129974 modified "2023-09-25" @default.
- W2905129974 title "METODE KLASIFIKASI BERBASIS PARTICLE SWARM OPTIMIZATION (PSO) UNTUK PREDIKSI KELULUSAN TEPAT WAKTU MAHASISWA" @default.
- W2905129974 doi "https://doi.org/10.32815/jitika.v13i1.247" @default.
- W2905129974 hasPublicationYear "2018" @default.
- W2905129974 type Work @default.
- W2905129974 sameAs 2905129974 @default.
- W2905129974 citedByCount "1" @default.
- W2905129974 countsByYear W29051299742021 @default.
- W2905129974 crossrefType "journal-article" @default.
- W2905129974 hasAuthorship W2905129974A5077834534 @default.
- W2905129974 hasBestOaLocation W29051299741 @default.
- W2905129974 hasConcept C11413529 @default.
- W2905129974 hasConcept C12267149 @default.
- W2905129974 hasConcept C138885662 @default.
- W2905129974 hasConcept C154945302 @default.
- W2905129974 hasConcept C2524010 @default.
- W2905129974 hasConcept C2776401178 @default.
- W2905129974 hasConcept C2779529714 @default.
- W2905129974 hasConcept C33923547 @default.
- W2905129974 hasConcept C41008148 @default.
- W2905129974 hasConcept C41895202 @default.
- W2905129974 hasConcept C50644808 @default.
- W2905129974 hasConcept C52001869 @default.
- W2905129974 hasConcept C84525736 @default.
- W2905129974 hasConcept C85617194 @default.
- W2905129974 hasConceptScore W2905129974C11413529 @default.
- W2905129974 hasConceptScore W2905129974C12267149 @default.
- W2905129974 hasConceptScore W2905129974C138885662 @default.
- W2905129974 hasConceptScore W2905129974C154945302 @default.
- W2905129974 hasConceptScore W2905129974C2524010 @default.
- W2905129974 hasConceptScore W2905129974C2776401178 @default.
- W2905129974 hasConceptScore W2905129974C2779529714 @default.
- W2905129974 hasConceptScore W2905129974C33923547 @default.
- W2905129974 hasConceptScore W2905129974C41008148 @default.
- W2905129974 hasConceptScore W2905129974C41895202 @default.
- W2905129974 hasConceptScore W2905129974C50644808 @default.
- W2905129974 hasConceptScore W2905129974C52001869 @default.
- W2905129974 hasConceptScore W2905129974C84525736 @default.
- W2905129974 hasConceptScore W2905129974C85617194 @default.
- W2905129974 hasIssue "1" @default.
- W2905129974 hasLocation W29051299741 @default.
- W2905129974 hasOpenAccess W2905129974 @default.
- W2905129974 hasPrimaryLocation W29051299741 @default.
- W2905129974 hasRelatedWork W1976040938 @default.
- W2905129974 hasRelatedWork W2084779923 @default.
- W2905129974 hasRelatedWork W3010399577 @default.
- W2905129974 hasRelatedWork W3035940449 @default.
- W2905129974 hasRelatedWork W3102539558 @default.
- W2905129974 hasRelatedWork W3120092084 @default.
- W2905129974 hasRelatedWork W3168126470 @default.
- W2905129974 hasRelatedWork W3188081110 @default.
- W2905129974 hasRelatedWork W3217236572 @default.
- W2905129974 hasRelatedWork W4311721810 @default.
- W2905129974 hasVolume "13" @default.
- W2905129974 isParatext "false" @default.
- W2905129974 isRetracted "false" @default.
- W2905129974 magId "2905129974" @default.
- W2905129974 workType "article" @default.