[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"ssr-repo-browse-{\"subject\":\"random-forest\",\"page\":1}":3,"menu-footer-id":159,"menu-main-id":221},{"rows":4,"meta":150},[5,16,23,30,37,44,51,58,65,72,79,86,93,100,107,115,122,129,136,143],{"id":6,"source":7,"branch":8,"branch_name":8,"title":9,"authors":10,"publisher":8,"year":12,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":14,"availability":8,"url":15},"repo-dspace000006376","repo",null,"Sistem Asistensi Pertanian pada Greenhouse Berbasis Analisis Data",[11],"Galihwahyu Arofah",2025,"Skripsi (D4)","Perubahan iklim dan keterbatasan sumber daya air menjadi tantangan dalam budidaya tanaman di greenhouse. Penelitian ini bertujuan mengembangkan sistem asistensi pertanian berbasis Internet of Things (IoT) dan algoritma Random Forest untuk memberikan rekomendasi penyiraman tanaman secara real-time…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000006376&year=2025&title=sistem-asistensi-pertanian-pada-greenhouse-berbasis-analisis-data",{"id":17,"source":7,"branch":8,"branch_name":8,"title":18,"authors":19,"publisher":8,"year":12,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":21,"availability":8,"url":22},"repo-dspace000006353","Analisis Sentimen Multi-Platform pada Strategi Pemasaran Digital Destinasi Wisata: Studi Kasus Konten Media Sosial dan Ulasan Google Maps Santerra de Laponte",[20],"Syahira Azizah Rendra Putri","Media sosial dan platform ulasan daring kini berperan penting dalam membentuk citra destinasi wisata. Santerra de Laponte, sebagai destinasi unggulan di Malang, memanfaatkan Google Maps, TikTok, dan Instagram sebagai saluran pemasaran digital. Penelitian ini bertujuan untuk menganalisis sentimen…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000006353&year=2025&title=analisis-sentimen-multi-platform-pada-strategi-pemasaran-digital-destinasi-wisata-studi-kasus-konten-media-sosial-dan-ulasan-google-maps-santerra-de-laponte",{"id":24,"source":7,"branch":8,"branch_name":8,"title":25,"authors":26,"publisher":8,"year":12,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":28,"availability":8,"url":29},"repo-dspace000006347","Deteksi Gambar Penyakit Kulit menggunakan Machine Learning dengan Metode Random Forest dan Support Vector Machine",[27],"Nadilla Amanda Martha Afrhissa","Deteksi dini terhadap penyakit kulit sangat penting untuk membantu proses diagnosis dan penanganan medis yang tepat. Penelitian ini bertujuan untuk mengembangkan sistem deteksi citra penyakit kulit menggunakan algoritma machine learning. Data yang digunakan terdiri dari tiga kelas penyakit kulit…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000006347&year=2025&title=deteksi-gambar-penyakit-kulit-menggunakan-machine-learning-dengan-metode-random-forest-dan-support-vector-machine",{"id":31,"source":7,"branch":8,"branch_name":8,"title":32,"authors":33,"publisher":8,"year":12,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":35,"availability":8,"url":36},"repo-dspace000006306","Analisis Sentimen Masyarakat terhadap Transportasi Umum Menggunakan Algoritma Naive Bayes dan Random Forest",[34],"Annisa Nabila Putri","Pendapat masyarakat terhadap transportasi umum menjadi salah satu faktor penting yang perlu dipahami dalam mendukung pengambilan keputusan pada transportasi umum perkotaan. Untuk memperoleh gambaran tersebut, dilakukan analisis sentimen masyarakat dari lima kota besar di Indonesia, yaitu Jakarta…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000006306&year=2025&title=analisis-sentimen-masyarakat-terhadap-transportasi-umum-menggunakan-algoritma-naive-bayes-dan-random-forest",{"id":38,"source":7,"branch":8,"branch_name":8,"title":39,"authors":40,"publisher":8,"year":12,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":42,"availability":8,"url":43},"repo-dspace000006293","Prediksi dan Klasifikasi Cuaca Harian Menggunakan Long Short-Term Memory dan Random Forest untuk Mendukung Perawatan Tanaman Jeruk",[41],"Anisatul Latifah","Petani jeruk sering menghadapi kesulitan dalam menentukan waktu yang tepat untuk melakukan perawatan tanaman karena cuaca yang tidak menentu. Kondisi cuaca yang tidak diprediksi dengan baik dapat berdampak langsung pada produktivitas dan kualitas hasil panen. Untuk mengatasi masalah tersebut…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000006293&year=2025&title=prediksi-dan-klasifikasi-cuaca-harian-menggunakan-long-short-term-memory-dan-random-forest-untuk-mendukung-perawatan-tanaman-jeruk",{"id":45,"source":7,"branch":8,"branch_name":8,"title":46,"authors":47,"publisher":8,"year":12,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":49,"availability":8,"url":50},"repo-dspace000005471","Rancang Bangun Sistem Deteksi Keausan Pada Mata Gerinda untuk Meningkatkan Faktor Keselamatan",[48],"Daffa Destrata","Keausan pada mata gerinda menjadi salah satu penyebab utama menurunnya kualitas hasil pemotongan dan meningkatnya risiko kecelakaan kerja di industri manufaktur. Pemantauan secara manual yang selama ini dilakukan bersifat subjektif dan tidak mampu memberikan deteksi secara real-time, sehingga…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000005471&year=2025&title=rancang-bangun-sistem-deteksi-keausan-pada-mata-gerinda-untuk-meningkatkan-faktor-keselamatan",{"id":52,"source":7,"branch":8,"branch_name":8,"title":53,"authors":54,"publisher":8,"year":12,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":56,"availability":8,"url":57},"repo-dspace000004962","Implementing Artificial Intelligence (AI) to Enhance Fault Detection and Diagnosis System Based on Current Consumption of The Broken Motor",[55],"Tiftazani Ainun Na’im","The early detection of induction motor faults is critical in industrial electrical systems to prevent severe system failures, minimize operational downtime, and reduce maintenance costs. One of the most common internal faults is a broken rotor bar. This study aims to implement Artificial…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000004962&year=2025&title=implementing-artificial-intelligence-ai-to-enhance-fault-detection-and-diagnosis-system-based-on-current-consumption-of-the-broken-motor",{"id":59,"source":7,"branch":8,"branch_name":8,"title":60,"authors":61,"publisher":8,"year":12,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":63,"availability":8,"url":64},"repo-dspace000004898","Using Machine Learning (ML) to Predict Potential Failures from Harmonics Historical Data of The Broken Motor",[62],"Karunia Sandhy Setiawan","Abstract - A predictive maintenance strategy is proposed for a 0.37 kW, 380 V AC induction motor affected by internal anomalies such as broken rotor bars. The main objective is to identify potential faults using machine learning (ML) algorithms trained on harmonic features derived from stator…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000004898&year=2025&title=using-machine-learning-ml-to-predict-potential-failures-from-harmonics-historical-data-of-the-broken-motor",{"id":66,"source":7,"branch":8,"branch_name":8,"title":67,"authors":68,"publisher":8,"year":12,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":70,"availability":8,"url":71},"repo-dspace000002721","Klasifikasi Perilaku Sapi menggunakan Metode Machine Learning",[69],"Faiz Atha Radhitya","Industri peternakan sapi sangat bergantung pada kesehatan dan kesejahteraan ternak, di mana perilaku harian seperti makan dan ruminasi menjadi indikator kuncinya. Pemantauan manual seringkali tidak efisien. 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Penelitian ini bertujuan untuk menganalisis efektivitas penggunaan metode EEG dalam klasifikasi kategori berpikir manusia, seperti rileks, membaca…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000002577&year=2025&title=perbandingan-metode-klasifikasi-untuk-aktivitas-rileks-go-nogo-membaca-dan-proses-rekonstruksi-viat-map",{"id":80,"source":7,"branch":8,"branch_name":8,"title":81,"authors":82,"publisher":8,"year":12,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":84,"availability":8,"url":85},"repo-dspace000002563","Pengembangan Sistem Prediksi Berbasis Machine Learning untuk Rekomendasi Prioritas Pemanggilan Pelanggan pada Call Center di Bidang Leasing (Studi Kasus PT Intelix Global Crossing)",[83],"Ilham Yudantyo","PT Intelix Global Crossing yang menjadi mitra dalam penelitian ini merupakan perusahaan berbasis teknologi informasi yang bergerak di bidang solusi local contact center dan collection systerm terbesar di Indonesia, memerlukan adanya sebuah sistem yang dapat memprediksi dan memberikan rekomendasi…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000002563&year=2025&title=pengembangan-sistem-prediksi-berbasis-machine-learning-untuk-rekomendasi-prioritas-pemanggilan-pelanggan-pada-call-center-di-bidang-leasing-studi-kasus-pt-intelix-global-crossing",{"id":87,"source":7,"branch":8,"branch_name":8,"title":88,"authors":89,"publisher":8,"year":12,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":91,"availability":8,"url":92},"repo-dspace000002422","Sistem Informasi Pengaduan Kekerasan di Politeknik Negeri Malang dengan Fitur Klasifikasi Teks Otomatis Berdasarkan Kronologi",[90],"Zahra Annisa Wahono","Kekerasan di lingkungan kampus masih menjadi permasalahan serius yang memerlukan penanganan cepat dan tepat. Penelitian ini bertujuan membangun sistem informasi pengaduan kekerasan di Politeknik Negeri Malang yang dilengkapi fitur klasifikasi teks otomatis berbasis kronologi laporan. Sistem…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000002422&year=2025&title=sistem-informasi-pengaduan-kekerasan-di-politeknik-negeri-malang-dengan-fitur-klasifikasi-teks-otomatis-berdasarkan-kronologi",{"id":94,"source":7,"branch":8,"branch_name":8,"title":95,"authors":96,"publisher":8,"year":12,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":98,"availability":8,"url":99},"repo-dspace000002400","Klasifikasi Status Gizi Balita Menggunakan Algoritma Machine Learning pada Posyandu di Desa Mlandangan",[97],"Yisha Zukhrufin Angelyna","Status gizi merupakan penilaian tercukupinya kebutuhan asupan gizi harian serta penggunaan zat gizi oleh tubuh. Malnutrisi kronis selama pertumbuhan dan perkembangan pada balita dapat dilakukan menggunakan perhitungan z-score yang mengacu pada antropometri yang ditetapkan dengan ambang batas","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000002400&year=2025&title=klasifikasi-status-gizi-balita-menggunakan-algoritma-machine-learning-pada-posyandu-di-desa-mlandangan",{"id":101,"source":7,"branch":8,"branch_name":8,"title":102,"authors":103,"publisher":8,"year":12,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":105,"availability":8,"url":106},"repo-dspace000002396","Implementasi Machine Learning dalam Sistem Prediksi dan Rekomendasi Program Diet Terintegrasi LLM",[104],"Sely Ruli Amanda","Masalah malnutrisi, baik dalam bentuk kelebihan maupun kekurangan berat badan, masih menjadi tantangan kesehatan global. Gaya hidup urban yang tidak sehat, konsumsi makanan ultra proses, dan keterbatasan akses terhadap intervensi gizi yang tepat turut memperparah permasalahan ini. Di sisi lain…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000002396&year=2025&title=implementasi-machine-learning-dalam-sistem-prediksi-dan-rekomendasi-program-diet-terintegrasi-llm",{"id":108,"source":7,"branch":8,"branch_name":8,"title":109,"authors":110,"publisher":8,"year":112,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":113,"availability":8,"url":114},"repo-dspace000004655","Prediksi Frekuensi Kebakaran Hutan dan Lahan di Provinsi Jawa Timur",[111],"Brigas Ilham Herdiyanto",2024,"Kebakaran hutan dan lahan merupakan permasalahan serius yang berdampak signifikan terhadap lingkungan, ekonomi, dan kesehatan masyarakat. Penelitian ini bertujuan untuk memprediksi frekuensi kebakaran hutan dan lahan di Provinsi Jawa Timur menggunakan metode Random forest. Data yang digunakan…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000004655&year=2024&title=prediksi-frekuensi-kebakaran-hutan-dan-lahan-di-provinsi-jawa-timur",{"id":116,"source":7,"branch":8,"branch_name":8,"title":117,"authors":118,"publisher":8,"year":112,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":120,"availability":8,"url":121},"repo-dspace000004460","Klasifikasi Tipe Penyakit Diabetes Berdasarkan Faktor Resiko Menggunakan Algoritma Random Forest",[119],"Annisa Fitri Yuliandra","Diabetes adalah penyakit kompleks yang disebabkan oleh kadar glukosa tinggi dalam darah akibat gangguan produksi insulin atau resistensi terhadap insulin. Beberapa faktor risiko yang sering menyebabkan diabetes adalah gaya hidup tidak sehat, usia, dan faktor genetik. Penyakit ini memiliki beberapa…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000004460&year=2024&title=klasifikasi-tipe-penyakit-diabetes-berdasarkan-faktor-resiko-menggunakan-algoritma-random-forest",{"id":123,"source":7,"branch":8,"branch_name":8,"title":124,"authors":125,"publisher":8,"year":112,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":127,"availability":8,"url":128},"repo-dspace000004443","Sistem Pengenalan Aktivitas pada Lansia Menggunakan Metode Random Forest",[126],"Iqshan Bagus Prasetyo","Proses penuaan membawa tantangan baru bagi masyarakat global, salah satunya adalah menjamin kemandirian lansia dalam aktivitas sehari-hari. Kecelakaan jatuh menjadi masalah kesehatan serius di seluruh dunia, dengan dampak negatif yang signifikan terhadap fisik, psikologis, dan finansial lansia dan…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000004443&year=2024&title=sistem-pengenalan-aktivitas-pada-lansia-menggunakan-metode-random-forest",{"id":130,"source":7,"branch":8,"branch_name":8,"title":131,"authors":132,"publisher":8,"year":112,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":134,"availability":8,"url":135},"repo-dspace000004391","Analisis Sentimen Penilaian Masyarakat Terhadap E-commerce Menggunakan Metode Random Forest Dan Naïve Bayes",[133],"Vindi Sovia Anggita","Perkembangan teknologi dan perubahan sosial budaya, diperkuat oleh dampak pandemi COVID-19, telah mengubah pola belanja masyarakat dari pasar tradisional ke e-commerce. Penelitian ini bertujuan untuk menganalisis sentimen masyarakat terhadap e-commerce di Indonesia, yaitu Bukalapak, Shopee, Lazada…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000004391&year=2024&title=analisis-sentimen-penilaian-masyarakat-terhadap-e-commerce-menggunakan-metode-random-forest-dan-naive-bayes",{"id":137,"source":7,"branch":8,"branch_name":8,"title":138,"authors":139,"publisher":8,"year":112,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":141,"availability":8,"url":142},"repo-dspace000004389","Deteksi Hate Speech Menggunakan Metode Random Forest dengan Word Embedding Word2Vec pada Media Sosial Twitter",[140],"Faiza Kurnia Putri","Media sosial merupakan sumber informasi, hiburan, dan sarana komunikasi online yang digunakan untuk berinteraksi tanpa batasan tertentu. Salah satu platform media sosial yang populer di Indonesia adalah Twitter. Kebebasan berpendapat di Indonesia merupakan hak yang dilindungi oleh konstitusi, namun…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000004389&year=2024&title=deteksi-hate-speech-menggunakan-metode-random-forest-dengan-word-embedding-word2vec-pada-media-sosial-twitter",{"id":144,"source":7,"branch":8,"branch_name":8,"title":145,"authors":146,"publisher":8,"year":112,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":148,"availability":8,"url":149},"repo-dspace000004355","Klasifikasi Random Forest Dari Hasil Pelabelan Ulasan Pengguna Aplikasi BRI Mobile (BRImo)",[147],"Aisyah Nadhira Salma Maritza","Perkembangan teknologi di Indonesia berdampak signifikan pada sektor keuangan, terutama fintech. Bank Rakyat Indonesia (BRI) merespons dengan merilis aplikasi mobile banking bernama BRImo (BRI Mobile) untuk meningkatkan pelayanan kepada nasabahnya. Analisis sentimen ulasan pengguna BRImo di Google…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000004355&year=2024&title=klasifikasi-random-forest-dari-hasil-pelabelan-ulasan-pengguna-aplikasi-bri-mobile-brimo",{"page":151,"per_page":152,"total":153,"last_page":154,"filter":155,"label":158},1,20,22,2,{"subject":156},{"slug":157,"name":158},"random-forest","Random Forest",[160,183,200],[161,167,171,175,179],{"id":162,"parent":163,"target":164,"content":165,"title":165,"url":166},2500,"0","","Polinema 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