Vol. 1 No. 4 (2023): UNP Journal of Statistics and Data Science

Articles

• Comparison of Error Rate Prediction Methods of C4.5 Algorithm for Imbalanced Data

  Yunistika Ilanda, Dodi Vionanda, Yenni Kurniawati, Dina Fitria

  240-247

  • PDF (Bahasa Indonesia)
  Abstract views: 237 times |PDF downloaded: 204 times |

• Modeling the Survival Time of Tuberculosis Patients using Cox Proportional Hazard Regression with Censored Data

  Elsa Oktaviani, Nonong Amalita, Atus Amadi Putra, Dony Permana

  248-255

  • PDF (Bahasa Indonesia)
  Abstract views: 292 times |PDF downloaded: 301 times |

• Comparison of Error Rate Prediction Methods in Binary Logistic Regression Model for Balanced Data

  Shavira Asysyifa S, Dodi Vionanda, Nonong Amalita, Dina Fitria

  256-263

  • PDF (Bahasa Indonesia)
  Abstract views: 337 times |PDF downloaded: 182 times |

• Comparison of the Chen and Sinsgh’s Fuzzy Time Series Methods in Forecasting Farmer Exchange Rates in Indonesia

  Okia Dinda Kelana, Atus Amadi Putra, Nonong Amalita, Admi Salma

  264-270

  • PDF (Bahasa Indonesia)
  Abstract views: 319 times |PDF downloaded: 320 times |

• Comparison of Error Rate Prediction Methods in Classification Modeling with Classification and Regression Tree (CART) Methods for Balanced Data

  Fitria Panca Ramadhani, Dodi Vionanda, Syafriandi Syafriandi, Admi Salma

  271-279

  • PDF (Bahasa Indonesia)
  Abstract views: 225 times |PDF downloaded: 223 times |

• Step Function Intervention Analysis Model to Estimate Number of Aircraft Passengers in Minangkabau International Airport

  Velya Rahma Putri, Zilrahmi, Syafriandi Syafriandi, Dina Fitria

  280-288

  • PDF (Bahasa Indonesia)
  Abstract views: 314 times |PDF downloaded: 101 times |

• Applying Naive Bayes Classifier Method for Sentiment Classification of Electric Cars

  NURUL AFIFAH, Dony Permana, Dodi Vionanda, Dina Fitria

  289-296

  • PDF (Bahasa Indonesia)
  Abstract views: 462 times |PDF downloaded: 241 times |

• Comparison of Error Rate Prediction Methods of C4.5 Algorithm for Balanced Data

  Ichlas Djuazva, Dodi Vionanda, Nonong Amalita, Zilrahmi

  297-305

  • PDF
  Abstract views: 416 times |PDF downloaded: 140 times |

• Comparison of Fuzzy Time Series Markov Chain and Fuzzy Time Series Cheng to Predict Inflation in Indonesia

  Ihsanul Fikri, Admi Salma, Dodi Vionanda, Zilrahmi

  306-312

  • PDF (Bahasa Indonesia)
  Abstract views: 394 times |PDF downloaded: 223 times |

• Analysis of the Poverty Level Model for West Sumatra Province Using Geographically Weighted Binary Logistic Regression

  april leniati, Dony Permana, Nonong Amalita, Zamahsary Martha

  313-320

  • PDF (Bahasa Indonesia)
  Abstract views: 412 times |PDF downloaded: 164 times |

• Comparison of Error Rate Prediction Methods in Classification Modeling with the CHAID Method for Imbalanced Data

  Seif Adil El-Muslih, Dodi Vionanda, Nonong Amalita, Admi Salma

  321-328

  • PDF
  Abstract views: 312 times |PDF downloaded: 147 times |

• Application of the Self Organizing Maps (SOM) Method in Clustering Based on Indicators of Need for Social Welfare Services (PPKS) West Java province

  Maulidya Hernanda, Admi Salma, Dodi Vionanda, Zamahsary Martha

  329-336

  • PDF (Bahasa Indonesia)
  Abstract views: 193 times |PDF downloaded: 212 times |

• Implementation of the Self Organizing Maps (SOM) Method for Grouping Provinces in Indonesia Based on the Earthquake Disaster Impact

  Ihsan Dermawan, Admi Salma, Yenni Kurniawati, Tessy Octavia Mukhti

  337-343

  • PDF (Bahasa Indonesia)
  Abstract views: 252 times |PDF downloaded: 193 times |

• Comparing Classification and Regression Tree and Logistic Regression Algorithms Using 5×2cv Combined F-Test on Diabetes Mellitus Dataset

  Fashihullisan, Dodi Vionanda, Yenni Kurniawati, Fadhilah Fitri

  344-352

  • PDF (Bahasa Indonesia)
  Abstract views: 264 times |PDF downloaded: 145 times |

• Emprical Study for Algorithms Comparison of Classification and Regression Tree and Logistic Regression Using Combined 5×2cv F Test

  Fayza Annisa Febrianti, Dodi Vionanda, Yenni Kurniawati, Fadhilah Fitri

  353-360

  • PDF
  Abstract views: 255 times |PDF downloaded: 101 times |

• Comparison of Error Rate Prediction Methods in Binary Logistic Regression Modeling for Imbalanced Data

  Bahri Annur Sinaga, Dodi Vionanda, Dony Permana, Admi Salma

  361-368

  • PDF (Bahasa Indonesia)
  Abstract views: 438 times |PDF downloaded: 127 times |

• The Application of The Fuzzy Time Series-Markov Chain Method on Rupiah Exchange Rate Data Against The United States Dollar (USD)

  rahmad revi fadillah, Dony Permana, Yenni Kurniawati, Admi Salma

  369-376

  • PDF (Bahasa Indonesia)
  Abstract views: 404 times |PDF downloaded: 184 times |