autotrain-data-processor
commited on
Commit
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a1e36f5
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Parent(s):
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Processed data from AutoTrain data processor ([2022-10-14 11:34 ]
Browse files- README.md +64 -0
- processed/dataset_dict.json +1 -0
- processed/train/dataset.arrow +3 -0
- processed/train/dataset_info.json +57 -0
- processed/train/state.json +21 -0
- processed/valid/dataset.arrow +3 -0
- processed/valid/dataset_info.json +57 -0
- processed/valid/state.json +21 -0
README.md
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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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## Dataset Description
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This dataset has been automatically processed by AutoTrain for project trackerlora_less_data.
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### Languages
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The BCP-47 code for the dataset's language is unk.
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## Dataset Structure
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### Data Instances
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A sample from this dataset looks as follows:
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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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### Dataset Fields
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The dataset has the following fields (also called "features"):
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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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### Dataset Splits
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This dataset is split into a train and validation split. The split sizes are as follow:
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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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processed/dataset_dict.json
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{"splits": ["train", "valid"]}
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processed/train/dataset.arrow
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version https://git-lfs.github.com/spec/v1
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oid sha256:1505749ef76c92a3d5c5fad047b3e84b752fc5d0c3719773abf8f8ae7011ecac
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size 7424
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processed/train/dataset_info.json
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{
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"builder_name": null,
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"citation": "",
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"config_name": null,
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"dataset_size": null,
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"description": "AutoTrain generated dataset",
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"download_checksums": null,
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"download_size": null,
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"features": {
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"id": {
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"dtype": "int64",
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"id": null,
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"_type": "Value"
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},
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"feat_rssi": {
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"dtype": "float64",
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"id": null,
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"_type": "Value"
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},
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"feat_snr": {
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"dtype": "float64",
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"id": null,
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"_type": "Value"
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},
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"feat_spreading_factor": {
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"dtype": "int64",
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"id": null,
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"_type": "Value"
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},
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"feat_potencia": {
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"dtype": "int64",
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"id": null,
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"_type": "Value"
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},
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"target": {
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"dtype": "float32",
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"id": null,
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"_type": "Value"
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}
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},
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"homepage": "",
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"license": "",
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"post_processed": null,
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"post_processing_size": null,
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"size_in_bytes": null,
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"splits": {
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"train": {
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"name": "train",
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"num_bytes": 6134,
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"num_examples": 139,
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"dataset_name": null
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}
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},
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"supervised_keys": null,
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"task_templates": null,
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"version": null
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}
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processed/train/state.json
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{
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"_data_files": [
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{
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"filename": "dataset.arrow"
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}
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],
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"_fingerprint": "26c950643dbedb35",
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"_format_columns": [
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"feat_potencia",
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"feat_rssi",
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"feat_snr",
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"feat_spreading_factor",
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"id",
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"target"
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],
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"_format_kwargs": {},
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"_format_type": null,
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"_indexes": {},
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"_output_all_columns": false,
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"_split": null
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}
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processed/valid/dataset.arrow
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version https://git-lfs.github.com/spec/v1
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oid sha256:afeee8bbeea2edc122899147852efd948b3b014578dc122ca48d50865b41d65c
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size 3040
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processed/valid/dataset_info.json
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{
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"builder_name": null,
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"citation": "",
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"config_name": null,
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"dataset_size": null,
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"description": "AutoTrain generated dataset",
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"download_checksums": null,
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"download_size": null,
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"features": {
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"id": {
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"dtype": "int64",
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"id": null,
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"_type": "Value"
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},
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"feat_rssi": {
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"dtype": "float64",
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"id": null,
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"_type": "Value"
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},
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"feat_snr": {
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"dtype": "float64",
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"id": null,
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"_type": "Value"
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},
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"feat_spreading_factor": {
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"dtype": "int64",
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"id": null,
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"_type": "Value"
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},
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"feat_potencia": {
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"dtype": "int64",
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"id": null,
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"_type": "Value"
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},
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"target": {
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"dtype": "float32",
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"id": null,
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"_type": "Value"
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}
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},
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"homepage": "",
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"license": "",
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"post_processed": null,
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"post_processing_size": null,
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"size_in_bytes": null,
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"splits": {
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"valid": {
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"name": "valid",
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"num_bytes": 1760,
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"num_examples": 40,
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"dataset_name": null
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}
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},
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"supervised_keys": null,
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"task_templates": null,
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"version": null
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}
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processed/valid/state.json
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{
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"_data_files": [
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{
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"filename": "dataset.arrow"
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}
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],
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"_fingerprint": "c11be772b3a907aa",
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"_format_columns": [
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"feat_potencia",
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"feat_rssi",
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"feat_snr",
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"feat_spreading_factor",
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"id",
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"target"
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],
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"_format_kwargs": {},
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"_format_type": null,
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"_indexes": {},
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"_output_all_columns": false,
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"_split": null
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}
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