Vol. 1 No. 5 (2023): UNP Journal of Statistics and Data Science

Articles

• Structural Equation Modeling Partial Least Square (SEM-PLS) for Comparing Public Speaking Anxiety Conditions of Social and Science Students

  Sabina Chairun Najwa, Natasya Dwi Ovalingga, Hanifah Nazhiroh, Rizki Akbar, Fadhilah Fitri

  496-503

  • PDF (Bahasa Indonesia)
  Abstract views: 302 times |PDF downloaded: 223 times |

• Evaluation of Support Vector Regression Methods in Predictions Bitcoin’s Close Price

  Wulan Septya Zulmawati, Nonong Amalita, Syafriandi Syafriandi, Admi Salma

  488-495

  • PDF (Bahasa Indonesia)
  Abstract views: 497 times |PDF downloaded: 174 times |

• Implementation Self Organizing Maps Method In Cluster Analysis Based on Achievement Suistainable Development Goal/SDG’s West Sumatera Province

  AL Rezki Ivansyah, Fadhilah Fitri, Yenni Kurniawati, Tessy Octavia Mukhti

  480-487

  • PDF (Bahasa Indonesia)
  Abstract views: 239 times |PDF downloaded: 149 times |

• Implementation of Backpropagation Artificial Neural Network on Forecasting Export of Palm Oil in Indonesia

  Adinda Dwi Putri, Dina Fitria, Nonong Amalita, Zilrahmi

  473-479

  • PDF (Bahasa Indonesia)
  Abstract views: 476 times |PDF downloaded: 162 times |

• Comparison of Error Rate Prediction in CART for Imbalanced Data

  Lifia Zullani, Dodi Vionanda, Syafriandi Syafriandi, Dina Fitria

  464-472

  • PDF (Bahasa Indonesia)
  Abstract views: 414 times |PDF downloaded: 131 times |

• Comparison of Error Prediction Methods in Classification Modeling with Chi-Squared Automatic Interaction Detection (CHAID) Methods for Balanced Data

  Findri Wara Putri, Dodi Vionanda, Atus Amadi Putra, Fadhilah Fitri

  456-463

  • PDF (Bahasa Indonesia)
  Abstract views: 208 times |PDF downloaded: 169 times |

• Forecasting the Exchange Rate of Yen to Rupiah Using the Long Short-Term Memory Method

  Anggi Adrian Danis, Yenni Kurniawati, Nonong Amalita, Fadhilah Fitri

  449-455

  • PDF (Bahasa Indonesia)
  Abstract views: 382 times |PDF downloaded: 211 times |

• Backpropagation Neural Network Application in Predicting The Stock Price of PT Bank Rakyat Indonesia Tbk

  Dewi Febiyanti, Nonong Amalita, Dony Permana, Tessy Octavia Mukhti

  441-448

  • PDF (Bahasa Indonesia)
  Abstract views: 746 times |PDF downloaded: 270 times |

• Prediction Of Bogor City Rainfall Parameters Using Long Short Term Memory (LSTM)

  Sherly Amora Jofipasi, Admi Salma, Dodi Vionanda, Dina Fitria

  434-440

  • PDF (Bahasa Indonesia)
  Abstract views: 455 times |PDF downloaded: 213 times |

• A Fuzzy Geographically Weighted Clustering Method for Grouping Provinces in Indonesia Based on Welfare Indicators Aspects of Information and Communication Technology (ICT)

  Hefiani Mustika Hasanah, Dina Fitria, Dony Permana, Zamahsary Martha

  426-433

  • PDF (Bahasa Indonesia)
  Abstract views: 403 times |PDF downloaded: 233 times |

• Naïve Bayes Classifier Method on Sentiment Analysis of Bibit Application Users in Play Store

  Afifa Lufti Insani, Zamahsary Martha, Yenni Kurniawati, Zilrahmi

  420-425

  • PDF (Bahasa Indonesia)
  Abstract views: 390 times |PDF downloaded: 227 times |

• Classification of Nutrition Problems for Indonesian Toddler With Decision Tree Algorithm C4.5

  Nadha Ovella Syaqhasdy, Zamahsary Martha, Nonong Amalita, Dina Fitria

  413-419

  • PDF (Bahasa Indonesia)
  Abstract views: 537 times |PDF downloaded: 203 times |

• Fuzzy Geographically Weighted Clustering Analysis for Sectoral Potential Gross Regional Domestic Product in West Sumatera

  Syifa Nabilah Wandira, Zilrahmi, Syafriandi Syafriandi, Fadhilah Fitri

  405-412

  • PDF (Bahasa Indonesia)
  Abstract views: 457 times |PDF downloaded: 236 times |

• Classification of Coronary Heart Disease at Semen Padang Hospital using Algorithm Classification And Regression Trees (CART)

  defal aditya defran, Atus Amadi Putra, Dodi Vionanda, Tessy Octavia Mukhti

  399-404

  • PDF (Bahasa Indonesia)
  Abstract views: 329 times |PDF downloaded: 367 times |

• Sentiment Analysis of TikTok Application on Twitter using The Naïve Bayes Classifier Algorithm

  Denia Putri Fajrina, Syafriandi Syafriandi, Nonong Amalita, Admi Salma

  392-398

  • PDF (Bahasa Indonesia)
  Abstract views: 552 times |PDF downloaded: 255 times |

• Sentiment Analysis of Prabowo Subianto as 2024 Presidential Candidate on Twitter Using K-Nearest Neighbor Algorithm

  Aurumnisva Faturrahmi, Zamahsary Martha, Yenni Kurniawati, Fadhilah Fitri

  385-391

  • PDF (Bahasa Indonesia)
  Abstract views: 477 times |PDF downloaded: 195 times |

• Application Of Quantile Regression Method to Data Containing Outliers for Crime Rate in Jabodetabek

  Arssita Nur Muharromah, Zamahsary Martha, Dony Permana, Tessy Octavia Mukhti

  377-384

  • PDF (Bahasa Indonesia)
  Abstract views: 442 times |PDF downloaded: 280 times |