Vol 2 No 1 (2024): UNP Journal of Statistics and Data Science

Articles

• Biplot and Procrustes Analysis of Poverty Indicators By Province in Indonesia in 2015 dan 2019

  Ade Eriyen Saputri, Admi Salma, Nonong Amalita, Dony Permana

  1-7

  • PDF
  Abstract views: 305 times |PDF downloaded: 110 times |

• Classification the Characteristics of Traffic Accident Victims in Pariaman Using the Chi-square Automatic Interaction Detection Algorithm

  Manja Danova Putri, Dina Fitria, Yenni Kurniawati, Zilrahmi

  8-15

  • PDF
  Abstract views: 431 times |PDF downloaded: 239 times |

• Prediction of Palm Oil Production Results PT.KSI South Solok Using Ensemble k-Nearest Neighbor

  Nilda Yanti, Atus Amadi Putra, Dony Permana, Zilrahmi

  16-22

  • PDF
  Abstract views: 344 times |PDF downloaded: 92 times |

• Implementation of an Artificial Neural Network Based on the Backpropagation Algorithm in Forecasting the Closing Price of the Jakarta Composite Index (IHSG)

  Muhammad Fadhil Aditya Aditya, Zilrahmi, Yenni Kurniawati, Tessy Octavia Mukhti

  23-31

  • PDF
  Abstract views: 348 times |PDF downloaded: 169 times |

• Forecasting Gold Prices in Indonesia using Support Vector Regression with the Grid Search Algorithm

  Nindi Syahfitrri, Nonong Amalita, Dodi Vionanda, Zamahsary Martha

  32-39

  • PDF
  Abstract views: 356 times |PDF downloaded: 135 times |

• Sentiment Analysis about Anti-LGBT Campaign using the Naïve Bayes Classifier

  rios, Syafriandi Syafriandi, Dony Permana, Dina Fitria

  40-47

  • PDF
  Abstract views: 348 times |PDF downloaded: 120 times |

• Sentiment Analysis of DANA Application Reviews on Google Play Store Using Naïve Bayes Classifier Algorithm Based on Information Gain

  Cindy Caterine Yolanda, Syafriandi Syafriandi, Yenni Kurniawati, Dina Fitria

  48-55

  • PDF
  Abstract views: 392 times |PDF downloaded: 384 times |

• Categorical Data Clustering with K-Modes Method on Fire Cases in DKI Jakarta Province

  Widia Handa Riska, Dony Permana, Atus Amadi Putra, Zilrahmi

  56-63

  • PDF
  Abstract views: 230 times |PDF downloaded: 116 times |

• Fuzzy K-Nearest Neighbor to Predict Rainfall in Padang Pariaman District

  Annisa Rizki Amalia, Nonong Amalita, Yenni Kurniawati, Zamahsary Martha

  64-70

  • PDF
  Abstract views: 259 times |PDF downloaded: 91 times |

• Penerapan Algoritma Naive Bayes untuk Klasifikasi Demam Berdarah Dengue di RSUD dr. Achmad Darwis

  Viola Yuniza, Atus Amadi Putra, Nonong Amalita, Fadhilah Fitri

  71-78

  • PDF
  Abstract views: 419 times |PDF downloaded: 205 times |

• Diagnosis of the type of delivery of pregnant women at Semen Padang Hospital Using the C4.5 Method

  rama novialdi, Dony Permana, Dodi Vionanda, Fadhilah Fitri

  79-83

  • PDF
  Abstract views: 333 times |PDF downloaded: 98 times |

• Classification of Stroke Disease at Dr. Drs. M. Hatta Brain Hospital Bukittinggi With Decision Tree Algorithm C4.5

  Futiah Salsabila, Zamahsary Martha, Atus Amadi Putra, Admi Salma

  84-89

  • PDF
  Abstract views: 345 times |PDF downloaded: 159 times |

• Comparison of the C5.0 Algorithm and the CART Algorithm in Stroke Classification

  Indah Lestari, Dina Fitria, Syafriandi Syafriandi, Admi Salma

  90-98

  • PDF
  Abstract views: 426 times |PDF downloaded: 178 times |

• Twitter Data Sentimen Analysis 2024 Presidential Candidate Using Algorithm Naïve Bayes Classifier By Methods K-Fold Cross Validation

  Aldi Prajela, Syafriandi Syafriandi, Dony Permana, Dina Fitria

  99-104

  • PDF
  Abstract views: 409 times |PDF downloaded: 155 times |

• Karakteristik Kondisi Air Minum Menurut Wilayah Perkotaan dan Perdesaan di Indonesia Menggunakan Metode CHAID

  Aulia Wanda, Yenni Kurniawati

  105-113

  • PDF
  Abstract views: 189 times |PDF downloaded: 169 times |

• Comparison of K-Means and Fuzzy C-Means Algorithms for Clustering Based on Happiness Index Components Across Provinces in Indonesia

  Inna Auliya, Fadhilah Fitri, Nonong Amalita, Tessy Octavia Mukhti

  114-121

  • PDF
  Abstract views: 324 times |PDF downloaded: 229 times |