<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "MODEL ENSEMBEL CONVOLUTIONAL NEURAL NETWORK (CNN) MENGGUNAKAN RANDOM SEARCH UNTUK DETEKSIPNEUMONIA BERDASARKAN CHEST X-RAY"^^ . "Pneumonia is an infection caused by bacteria, viruses and fungi\r\nin the air sacs in the lungs, which can cause disorders such as coughing up\r\nphlegm, fever, chills, nausea, vomiting, fatigue and shortness of breath. If\r\npneumonia is not treated quickly and appropriately it can result in death,\r\ntherefore early detection of pneumonia is a solution to prevent pneumonia.\r\nThis research detects pneumonia from Chest X-ray data with an ensemble\r\nof Convolutional Neural Network (CNN) models such as ResNet50,\r\nMobileNetV2, DenseNet169, To detect pneumonia, this research has\r\nseveral stages, namely collecting Chest The results of pneumonia detection\r\nwith the Ensemble CNN model using Random Search on the Chest X-ray\r\ndataset obtained training accuracy of 0.92%, testing accuracy of 0.92% and\r\nvalidation accuracy of 0.93%. Evaluation of the Confusion Matrix\r\nEnsemble CNN model using Random Search obtained an accuracy of\r\n0.94%, recall of 1.00%, precision of 0.89% and f1-score of 0.94%."^^ . "2024-08-23" . . . . "UIN SUNAN KALIJAGA YOGYAKARTA"^^ . . . "FAKULTAS SAINS DAN TEKNOLOGI, UIN SUNAN KALIJAGA YOGYAKARTA"^^ . . . . . . . . . "NIM.: 22206052007"^^ . "Irma Eryanti Putri"^^ . "NIM.: 22206052007 Irma Eryanti Putri"^^ . . . . . . "MODEL ENSEMBEL CONVOLUTIONAL NEURAL NETWORK (CNN) MENGGUNAKAN RANDOM SEARCH UNTUK DETEKSIPNEUMONIA BERDASARKAN CHEST X-RAY (Text)"^^ . . . . . "22206052007_BAB-I_IV-atau-V_DAFTAR-PUSTAKA.pdf"^^ . . . "MODEL ENSEMBEL CONVOLUTIONAL NEURAL NETWORK (CNN) MENGGUNAKAN RANDOM SEARCH UNTUK DETEKSIPNEUMONIA BERDASARKAN CHEST X-RAY (Text)"^^ . . . . . "MODEL ENSEMBEL CONVOLUTIONAL NEURAL NETWORK (CNN) MENGGUNAKAN RANDOM SEARCH UNTUK DETEKSIPNEUMONIA BERDASARKAN CHEST X-RAY (Other)"^^ . . . . . . "lightbox.jpg"^^ . . . "MODEL ENSEMBEL CONVOLUTIONAL NEURAL NETWORK (CNN) MENGGUNAKAN RANDOM SEARCH UNTUK DETEKSIPNEUMONIA BERDASARKAN CHEST X-RAY (Other)"^^ . . . . . . "preview.jpg"^^ . . . "MODEL ENSEMBEL CONVOLUTIONAL NEURAL NETWORK (CNN) MENGGUNAKAN RANDOM SEARCH UNTUK DETEKSIPNEUMONIA BERDASARKAN CHEST X-RAY (Other)"^^ . . . . . . "medium.jpg"^^ . . . "MODEL ENSEMBEL CONVOLUTIONAL NEURAL NETWORK (CNN) MENGGUNAKAN RANDOM SEARCH UNTUK DETEKSIPNEUMONIA BERDASARKAN CHEST X-RAY (Other)"^^ . . . . . . "small.jpg"^^ . . . "MODEL ENSEMBEL CONVOLUTIONAL NEURAL NETWORK (CNN) MENGGUNAKAN RANDOM SEARCH UNTUK DETEKSIPNEUMONIA BERDASARKAN CHEST X-RAY (Other)"^^ . . . . . . "MODEL ENSEMBEL CONVOLUTIONAL NEURAL NETWORK (CNN) MENGGUNAKAN RANDOM SEARCH UNTUK DETEKSIPNEUMONIA BERDASARKAN CHEST X-RAY (Other)"^^ . . . . . . "MODEL ENSEMBEL CONVOLUTIONAL NEURAL NETWORK (CNN) MENGGUNAKAN RANDOM SEARCH UNTUK DETEKSIPNEUMONIA BERDASARKAN CHEST X-RAY (Other)"^^ . . . . . . "MODEL ENSEMBEL CONVOLUTIONAL NEURAL NETWORK (CNN) MENGGUNAKAN RANDOM SEARCH UNTUK DETEKSIPNEUMONIA BERDASARKAN CHEST X-RAY (Other)"^^ . . . . . "HTML Summary of #67440 \n\nMODEL ENSEMBEL CONVOLUTIONAL NEURAL NETWORK (CNN) MENGGUNAKAN RANDOM SEARCH UNTUK DETEKSIPNEUMONIA BERDASARKAN CHEST X-RAY\n\n" . "text/html" . . . "004 Pemrosesan Data, Ilmu Komputer, Teknik Informatika" . .