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

Articles

• Perbandingan Metode Prediksi Laju Galat dalam Pemodelan Klasifikasi Algoritma C4.5 untuk Data Tidak Seimbang

  Yunistika Ilanda, Dodi Vionanda, Yenni Kurniawati, Dina Fitria

  240-247

  • PDF
  Abstract views: 237 times |PDF downloaded: 204 times |

• Pemodelan Waktu Survival Pasien Tuberkulosis menggunakan Regresi Cox Proportional Hazard dengan Data Tersensor

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

  248-255

  • PDF
  Abstract views: 294 times |PDF downloaded: 303 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
  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
  Abstract views: 319 times |PDF downloaded: 321 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
  Abstract views: 225 times |PDF downloaded: 225 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
  Abstract views: 314 times |PDF downloaded: 101 times |

• Sentiment Analysis of Electric Cars Using Naive Bayes Classifier Method

  NURUL AFIFAH, Dony Permana, Dodi Vionanda, Dina Fitria

  289-296

  • PDF
  Abstract views: 462 times |PDF downloaded: 241 times |

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

  Ichlas Djuazva, Dodi Vionanda, Nonong Amalita, Zilrahmi

  297-305

  • PDF (English)
  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
  Abstract views: 395 times |PDF downloaded: 224 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
  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 (English)
  Abstract views: 312 times |PDF downloaded: 148 times |

• Penerapan Metode Self Organizing Maps (SOM) dalam Pengklasteran Berdasarkan Indikator Pemerlu Pelayanan Kesejahteraan Sosial (PPKS) Provinsi Jawa Barat

  Maulidya Hernanda, Admi Salma, Dodi Vionanda, Zamahsary Martha

  329-336

  • PDF
  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
  Abstract views: 252 times |PDF downloaded: 194 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
  Abstract views: 265 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 (English)
  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
  Abstract views: 439 times |PDF downloaded: 128 times |

• Application of the Fuzzy Time Series-markov Chain Method to the Rupiah Exchange Rate Against the US Dollar (USD)

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

  369-376

  • PDF
  Abstract views: 405 times |PDF downloaded: 185 times |