AutoTrain Dataset for project: test-21312
Dataset Descritpion
This dataset has been automatically processed by AutoTrain for project test-21312.
Languages
The BCP-47 code for the dataset's language is unk.
Dataset Structure
Data Instances
A sample from this dataset looks as follows:
[
{
"id": 300,
"target": 1,
"Pclass": 1,
"Name": "Baxter, Mrs. James (Helene DeLaudeniere Chaput)",
"Sex": "female",
"Age": 50.0,
"SibSp": 0,
"Parch": 1,
"Ticket": "PC 17558",
"Fare": 247.5208,
"Cabin": "B58 B60",
"Embarked": "C"
},
{
"id": 858,
"target": 1,
"Pclass": 1,
"Name": "Daly, Mr. Peter Denis ",
"Sex": "male",
"Age": 51.0,
"SibSp": 0,
"Parch": 0,
"Ticket": "113055",
"Fare": 26.55,
"Cabin": "E17",
"Embarked": "S"
}
]
Dataset Fields
The dataset has the following fields (also called "features"):
{
"id": "Value(dtype='int64', id=None)",
"target": "ClassLabel(num_classes=2, names=['0', '1'], id=None)",
"Pclass": "Value(dtype='int64', id=None)",
"Name": "Value(dtype='string', id=None)",
"Sex": "Value(dtype='string', id=None)",
"Age": "Value(dtype='float64', id=None)",
"SibSp": "Value(dtype='int64', id=None)",
"Parch": "Value(dtype='int64', id=None)",
"Ticket": "Value(dtype='string', id=None)",
"Fare": "Value(dtype='float64', id=None)",
"Cabin": "Value(dtype='string', id=None)",
"Embarked": "Value(dtype='string', id=None)"
}
Dataset Splits
This dataset is split into a train and validation split. The split sizes are as follow:
Split name | Num samples |
---|---|
train | 146 |
valid | 37 |
- Downloads last month
- 0