Machine-Learning
Bahasa
Pembelajaran Mesin singkat dalam notebook Python Jupyter
Algoritma disusun berdasarkan notebook @amueller
Regresi
Data konsumsi BBM yang berisi rating konsumsi BBM untuk jenis mobil tertentu dan perkiraan emisi karbon dioksida pada penjualan mobil baru di Canada, diambil dari Kegiatan lab Cognitive Class.
Klasifikasi
Data pasien kanker payudara dari UCI ML Breast Cancer Wisconsin (Diagnostic)Klasifikasi Kanker Jinak atau Ganas
Data pelanggan dengan fokus data demografi, seperti daerah, usia dan pernikahan untuk memperkirakan pola pemakaian, diambil dari Kegiatan lab Cognitive Class.
Kolom tujuan, disebut custcat, punya empat nilai yang berhubungan dengan empat grup pelanggan, yaitu: 1- Layanan Dasar, 2- E-Layanan, 3- Layanan Plus dan 4- Layanan Total.
English
Short Machine Learning in Jupyter Python notebok
Algorithms are arranged based on @amueller notebook.
Regression
A fuel consumption dataset which contains model-specific fuel consumption ratings and estimated carbon dioxide emissions for new light-duty vehicles for retail sale in Canada, taken from Cognitive Class lab activity
Classification
Copy of UCI ML Breast Cancer Wisconsin (Diagnostic) DatasetsBeningn or Malignant Cancer Classification
The customer dataset focuses on using demographic data, such as region, age, and marital, to predict usage patterns, taken from Cognitive Class lab activity.
The target field, called custcat, has four possible values that correspond to the four customer groups, as follows: 1- Basic Service 2- E-Service 3- Plus Service 4- Total Service.