Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Sub-tasks:
intent-classification
Languages:
English
Size:
< 1K
ArXiv:
License:
add dataset_info in dataset metadata
Browse files
README.md
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- config: default
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task: text-classification
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task_id: multi_class_classification
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splits:
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train_split: train
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col_mapping:
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text: text
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label: target
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metrics:
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---
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# Dataset Card for Snips Built In Intents
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### Contributions
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Thanks to [@bduvenhage](https://github.com/bduvenhage) for adding this dataset.
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- config: default
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task: text-classification
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task_id: multi_class_classification
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splits: null
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train_split: train
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col_mapping:
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text: text
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label: target
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metrics:
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- type: accuracy
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name: Accuracy
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- type: f1
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name: F1 macro
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args:
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average: macro
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- type: f1
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name: F1 micro
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args:
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average: micro
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- type: f1
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name: F1 weighted
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args:
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average: weighted
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- type: precision
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name: Precision macro
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args:
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average: macro
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- type: precision
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name: Precision micro
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args:
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average: micro
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- type: precision
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name: Precision weighted
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args:
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average: weighted
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- type: recall
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name: Recall macro
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args:
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average: macro
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- type: recall
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name: Recall micro
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args:
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average: micro
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- type: recall
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name: Recall weighted
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args:
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average: weighted
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dataset_info:
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features:
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- name: text
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dtype: string
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- name: label
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dtype:
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class_label:
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names:
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0: ComparePlaces
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1: RequestRide
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2: GetWeather
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3: SearchPlace
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4: GetPlaceDetails
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5: ShareCurrentLocation
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6: GetTrafficInformation
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7: BookRestaurant
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8: GetDirections
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9: ShareETA
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splits:
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- name: train
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num_bytes: 19431
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num_examples: 328
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download_size: 9130264
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dataset_size: 19431
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---
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# Dataset Card for Snips Built In Intents
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### Contributions
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Thanks to [@bduvenhage](https://github.com/bduvenhage) for adding this dataset.
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