autotrain-data-processor commited on
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Processed data from AutoTrain data processor ([2022-03-30 20:48 ]

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README.md ADDED
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+ ---
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+ task_categories:
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+ - text-classification
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+
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+ ---
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+ # AutoTrain Dataset for project: security-texts-classification-distilroberta
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+
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+ ## Dataset Descritpion
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+
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+ This dataset has been automatically processed by AutoTrain for project security-texts-classification-distilroberta.
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+
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+ ### Languages
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+
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+ The BCP-47 code for the dataset's language is unk.
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+
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+ ## Dataset Structure
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+
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+ ### Data Instances
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+
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+ A sample from this dataset looks as follows:
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+
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+ ```json
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+ [
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+ {
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+ "text": "Netgear launches Bug Bounty Program for Hacker; Offering up to $15,000 in Rewards It might be the ea[...]",
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+ "target": 0
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+ },
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+ {
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+ "text": "Popular Malware Families Using 'Process Doppelg\u00e4nging' to Evade Detection The fileless code injectio[...]",
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+ "target": 1
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+ }
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+ ]
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+ ```
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+
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+ ### Dataset Fields
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+
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+ The dataset has the following fields (also called "features"):
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+
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+ ```json
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+ {
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+ "text": "Value(dtype='string', id=None)",
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+ "target": "ClassLabel(num_classes=2, names=['irrelevant', 'relevant'], id=None)"
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+ }
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+ ```
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+
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+ ### Dataset Splits
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+
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+ This dataset is split into a train and validation split. The split sizes are as follow:
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+
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+ | Split name | Num samples |
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+ | ------------ | ------------------- |
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+ | train | 780 |
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+ | valid | 196 |
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