autotrain-data-processor commited on
Commit
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Processed data from AutoTrain data processor ([2022-10-14 11:34 ]

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README.md ADDED
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+ ---
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+ {}
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+
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+ ---
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+ # AutoTrain Dataset for project: trackerlora_less_data
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+
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+ ## Dataset Description
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+
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+ This dataset has been automatically processed by AutoTrain for project trackerlora_less_data.
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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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+ "id": 444,
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+ "feat_rssi": -113.0,
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+ "feat_snr": -9.25,
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+ "feat_spreading_factor": 7,
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+ "feat_potencia": 14,
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+ "target": 308.0
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+ },
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+ {
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+ "id": 144,
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+ "feat_rssi": -77.0,
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+ "feat_snr": 8.800000190734863,
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+ "feat_spreading_factor": 7,
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+ "feat_potencia": 14,
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+ "target": 126.0
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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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+ "id": "Value(dtype='int64', id=None)",
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+ "feat_rssi": "Value(dtype='float64', id=None)",
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+ "feat_snr": "Value(dtype='float64', id=None)",
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+ "feat_spreading_factor": "Value(dtype='int64', id=None)",
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+ "feat_potencia": "Value(dtype='int64', id=None)",
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+ "target": "Value(dtype='float32', 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 | 139 |
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+ | valid | 40 |
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+ {"splits": ["train", "valid"]}
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