- Keterangan :
Kumpulan data dengan gambar dari 5 kelas (lihat nama konfigurasi untuk informasi tentang kelas tertentu)
Beranda : https://www.kaggle.com/c/petfinder-adoption-prediction/data
Kode sumber :
tfds.datasets.pet_finder.BuilderVersi :
-
1.0.0(default): Tidak ada catatan rilis.
-
Ukuran unduhan :
1.94 GiBUkuran kumpulan data :
1.90 GiBCache otomatis ( dokumentasi ): Tidak
Perpecahan :
| Membelah | Contoh |
|---|---|
'test' | 14.465 |
'train' | 58.311 |
- Struktur fitur :
FeaturesDict({
'PetID': Text(shape=(), dtype=string),
'attributes': FeaturesDict({
'Age': int64,
'Breed1': int64,
'Breed2': int64,
'Color1': int64,
'Color2': int64,
'Color3': int64,
'Dewormed': int64,
'Fee': int64,
'FurLength': int64,
'Gender': int64,
'Health': int64,
'MaturitySize': int64,
'Quantity': int64,
'State': int64,
'Sterilized': int64,
'Type': int64,
'Vaccinated': int64,
'VideoAmt': int64,
}),
'image': Image(shape=(None, None, 3), dtype=uint8),
'image/filename': Text(shape=(), dtype=string),
'label': ClassLabel(shape=(), dtype=int64, num_classes=5),
})
- Dokumentasi fitur :
| Fitur | Kelas | Membentuk | Tipe D | Keterangan |
|---|---|---|---|---|
| FiturDict | ||||
| ID Hewan Peliharaan | Teks | rangkaian | ||
| atribut | FiturDict | |||
| atribut/Usia | Tensor | int64 | ||
| atribut/Breed1 | Tensor | int64 | ||
| atribut/Breed2 | Tensor | int64 | ||
| atribut/Warna1 | Tensor | int64 | ||
| atribut/Warna2 | Tensor | int64 | ||
| atribut/Warna3 | Tensor | int64 | ||
| atribut/Cacingan | Tensor | int64 | ||
| atribut/Biaya | Tensor | int64 | ||
| atribut/Panjang Bulu | Tensor | int64 | ||
| atribut/Jenis Kelamin | Tensor | int64 | ||
| atribut/Kesehatan | Tensor | int64 | ||
| atribut/Ukuran Jatuh Tempo | Tensor | int64 | ||
| atribut/Kuantitas | Tensor | int64 | ||
| atribut/Negara | Tensor | int64 | ||
| atribut/steril | Tensor | int64 | ||
| atribut/Jenis | Tensor | int64 | ||
| atribut/Vaksinasi | Tensor | int64 | ||
| atribut/VideoAmt | Tensor | int64 | ||
| gambar | Gambar | (Tidak ada, Tidak ada, 3) | uint8 | |
| gambar/nama file | Teks | rangkaian | ||
| label | Label Kelas | int64 |
Kunci yang diawasi (Lihat dokumen
as_supervised):('attributes', 'label')Gambar ( tfds.show_examples ):
- Contoh ( tfds.as_dataframe ):
- Kutipan :
@ONLINE {kaggle-petfinder-adoption-prediction,
author = "Kaggle and PetFinder.my",
title = "PetFinder.my Adoption Prediction",
month = "april",
year = "2019",
url = "https://www.kaggle.com/c/petfinder-adoption-prediction/data/"
}