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: 276 times |PDF downloaded: 231 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: 347 times |PDF downloaded: 332 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: 400 times |PDF downloaded: 256 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: 386 times |PDF downloaded: 372 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: 263 times |PDF downloaded: 267 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: 360 times |PDF downloaded: 114 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: 521 times |PDF downloaded: 255 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: 453 times |PDF downloaded: 157 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: 465 times |PDF downloaded: 241 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: 479 times |PDF downloaded: 199 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: 383 times |PDF downloaded: 226 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: 234 times |PDF downloaded: 233 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: 310 times |PDF downloaded: 259 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: 298 times |PDF downloaded: 155 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: 311 times |PDF downloaded: 115 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: 535 times |PDF downloaded: 145 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: 483 times |PDF downloaded: 196 times |