Processed data from AutoTrain data processor ([2022-05-10 20:51 ]

README.md

@@ -0,0 +1,145 @@
+---
+{}
+
+---
+# AutoTrain Dataset for project: tpsmay22
+
+## Dataset Descritpion
+
+This dataset has been automatically processed by AutoTrain for project tpsmay22.
+
+### Languages
+
+The BCP-47 code for the dataset's language is unk.
+
+## Dataset Structure
+
+### Data Instances
+
+A sample from this dataset looks as follows:
+
+```json
+[
+  {
+    "id": 828849,
+    "feat_f_00": 0.5376503535622164,
+    "feat_f_01": 1.943782180890636,
+    "feat_f_02": 0.9135609975277558,
+    "feat_f_03": 1.8069627709531364,
+    "feat_f_04": 0.2608497764144719,
+    "feat_f_05": 0.2210137962869367,
+    "feat_f_06": -0.2041958755583295,
+    "feat_f_07": 1,
+    "feat_f_08": 3,
+    "feat_f_09": 1,
+    "feat_f_10": 3,
+    "feat_f_11": 7,
+    "feat_f_12": 1,
+    "feat_f_13": 1,
+    "feat_f_14": 3,
+    "feat_f_15": 3,
+    "feat_f_16": 0,
+    "feat_f_17": 3,
+    "feat_f_18": 3,
+    "feat_f_19": -2.224980946907772,
+    "feat_f_20": -0.0497802292031301,
+    "feat_f_21": -3.926047324073047,
+    "feat_f_22": 3.518427812720448,
+    "feat_f_23": -3.682602827653292,
+    "feat_f_24": -0.391453171033426,
+    "feat_f_25": 1.519591066386293,
+    "feat_f_26": 1.689261040286172,
+    "feat_f_27": "AEBCBAHLAC",
+    "feat_f_28": 379.1152852815462,
+    "feat_f_29": 0,
+    "feat_f_30": 1,
+    "target": 0.0
+  },
+  {
+    "id": 481680,
+    "feat_f_00": 0.067304409313422,
+    "feat_f_01": -2.1380257328497443,
+    "feat_f_02": -1.071190705030414,
+    "feat_f_03": -0.632098414262756,
+    "feat_f_04": -0.6884213952425722,
+    "feat_f_05": 0.9001794148519768,
+    "feat_f_06": 1.0522875373816212,
+    "feat_f_07": 2,
+    "feat_f_08": 2,
+    "feat_f_09": 2,
+    "feat_f_10": 2,
+    "feat_f_11": 3,
+    "feat_f_12": 4,
+    "feat_f_13": 4,
+    "feat_f_14": 1,
+    "feat_f_15": 3,
+    "feat_f_16": 1,
+    "feat_f_17": 2,
+    "feat_f_18": 4,
+    "feat_f_19": -0.1749962904609809,
+    "feat_f_20": -2.14813633573821,
+    "feat_f_21": -1.959294186862138,
+    "feat_f_22": -0.0458843535688706,
+    "feat_f_23": 0.7256376584744342,
+    "feat_f_24": -2.5463878383279823,
+    "feat_f_25": 2.3352097148227915,
+    "feat_f_26": 0.4798465276880099,
+    "feat_f_27": "BCBBDBFLCA",
+    "feat_f_28": -336.9163876318925,
+    "feat_f_29": 1,
+    "feat_f_30": 0,
+    "target": 0.0
+  }
+]
+```
+
+### Dataset Fields
+
+The dataset has the following fields (also called "features"):
+
+```json
+{
+  "id": "Value(dtype='int64', id=None)",
+  "feat_f_00": "Value(dtype='float64', id=None)",
+  "feat_f_01": "Value(dtype='float64', id=None)",
+  "feat_f_02": "Value(dtype='float64', id=None)",
+  "feat_f_03": "Value(dtype='float64', id=None)",
+  "feat_f_04": "Value(dtype='float64', id=None)",
+  "feat_f_05": "Value(dtype='float64', id=None)",
+  "feat_f_06": "Value(dtype='float64', id=None)",
+  "feat_f_07": "Value(dtype='int64', id=None)",
+  "feat_f_08": "Value(dtype='int64', id=None)",
+  "feat_f_09": "Value(dtype='int64', id=None)",
+  "feat_f_10": "Value(dtype='int64', id=None)",
+  "feat_f_11": "Value(dtype='int64', id=None)",
+  "feat_f_12": "Value(dtype='int64', id=None)",
+  "feat_f_13": "Value(dtype='int64', id=None)",
+  "feat_f_14": "Value(dtype='int64', id=None)",
+  "feat_f_15": "Value(dtype='int64', id=None)",
+  "feat_f_16": "Value(dtype='int64', id=None)",
+  "feat_f_17": "Value(dtype='int64', id=None)",
+  "feat_f_18": "Value(dtype='int64', id=None)",
+  "feat_f_19": "Value(dtype='float64', id=None)",
+  "feat_f_20": "Value(dtype='float64', id=None)",
+  "feat_f_21": "Value(dtype='float64', id=None)",
+  "feat_f_22": "Value(dtype='float64', id=None)",
+  "feat_f_23": "Value(dtype='float64', id=None)",
+  "feat_f_24": "Value(dtype='float64', id=None)",
+  "feat_f_25": "Value(dtype='float64', id=None)",
+  "feat_f_26": "Value(dtype='float64', id=None)",
+  "feat_f_27": "Value(dtype='string', id=None)",
+  "feat_f_28": "Value(dtype='float64', id=None)",
+  "feat_f_29": "Value(dtype='int64', id=None)",
+  "feat_f_30": "Value(dtype='int64', id=None)",
+  "target": "Value(dtype='float32', 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        | 719999 |
+| valid        | 180001 |

processed/dataset_dict.json

@@ -0,0 +1 @@
+{"splits": ["train", "valid"]}

processed/train/dataset.arrow

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:43265bdd250aab26601eef2f37345d9bc3f9a5f8445a46d976f9a067230d09ee
+size 192750664

processed/train/dataset_info.json

@@ -0,0 +1,192 @@
+{
+  "builder_name": null,
+  "citation": "",
+  "config_name": null,
+  "dataset_size": null,
+  "description": "AutoTrain generated dataset",
+  "download_checksums": null,
+  "download_size": null,
+  "features": {
+    "id": {
+      "dtype": "int64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_00": {
+      "dtype": "float64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_01": {
+      "dtype": "float64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_02": {
+      "dtype": "float64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_03": {
+      "dtype": "float64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_04": {
+      "dtype": "float64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_05": {
+      "dtype": "float64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_06": {
+      "dtype": "float64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_07": {
+      "dtype": "int64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_08": {
+      "dtype": "int64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_09": {
+      "dtype": "int64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_10": {
+      "dtype": "int64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_11": {
+      "dtype": "int64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_12": {
+      "dtype": "int64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_13": {
+      "dtype": "int64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_14": {
+      "dtype": "int64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_15": {
+      "dtype": "int64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_16": {
+      "dtype": "int64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_17": {
+      "dtype": "int64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_18": {
+      "dtype": "int64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_19": {
+      "dtype": "float64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_20": {
+      "dtype": "float64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_21": {
+      "dtype": "float64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_22": {
+      "dtype": "float64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_23": {
+      "dtype": "float64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_24": {
+      "dtype": "float64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_25": {
+      "dtype": "float64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_26": {
+      "dtype": "float64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_27": {
+      "dtype": "string",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_28": {
+      "dtype": "float64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_29": {
+      "dtype": "int64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_30": {
+      "dtype": "int64",
+      "id": null,
+      "_type": "Value"
+    },
+    "target": {
+      "dtype": "float32",
+      "id": null,
+      "_type": "Value"
+    }
+  },
+  "homepage": "",
+  "license": "",
+  "post_processed": null,
+  "post_processing_size": null,
+  "size_in_bytes": null,
+  "splits": {
+    "train": {
+      "name": "train",
+      "num_bytes": 191519734,
+      "num_examples": 719999,
+      "dataset_name": null
+    }
+  },
+  "supervised_keys": null,
+  "task_templates": null,
+  "version": null
+}

processed/train/state.json

@@ -0,0 +1,48 @@
+{
+  "_data_files": [
+    {
+      "filename": "dataset.arrow"
+    }
+  ],
+  "_fingerprint": "669b32ef9c8d6a9a",
+  "_format_columns": [
+    "feat_f_00",
+    "feat_f_01",
+    "feat_f_02",
+    "feat_f_03",
+    "feat_f_04",
+    "feat_f_05",
+    "feat_f_06",
+    "feat_f_07",
+    "feat_f_08",
+    "feat_f_09",
+    "feat_f_10",
+    "feat_f_11",
+    "feat_f_12",
+    "feat_f_13",
+    "feat_f_14",
+    "feat_f_15",
+    "feat_f_16",
+    "feat_f_17",
+    "feat_f_18",
+    "feat_f_19",
+    "feat_f_20",
+    "feat_f_21",
+    "feat_f_22",
+    "feat_f_23",
+    "feat_f_24",
+    "feat_f_25",
+    "feat_f_26",
+    "feat_f_27",
+    "feat_f_28",
+    "feat_f_29",
+    "feat_f_30",
+    "id",
+    "target"
+  ],
+  "_format_kwargs": {},
+  "_format_type": null,
+  "_indexes": {},
+  "_output_all_columns": false,
+  "_split": null
+}

processed/valid/dataset.arrow

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:920488b6a15bc57edc2888909611e65f96cce956afc90ee08a1b9dc5938a1684
+size 48192744

processed/valid/dataset_info.json

@@ -0,0 +1,192 @@
+{
+  "builder_name": null,
+  "citation": "",
+  "config_name": null,
+  "dataset_size": null,
+  "description": "AutoTrain generated dataset",
+  "download_checksums": null,
+  "download_size": null,
+  "features": {
+    "id": {
+      "dtype": "int64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_00": {
+      "dtype": "float64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_01": {
+      "dtype": "float64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_02": {
+      "dtype": "float64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_03": {
+      "dtype": "float64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_04": {
+      "dtype": "float64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_05": {
+      "dtype": "float64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_06": {
+      "dtype": "float64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_07": {
+      "dtype": "int64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_08": {
+      "dtype": "int64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_09": {
+      "dtype": "int64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_10": {
+      "dtype": "int64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_11": {
+      "dtype": "int64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_12": {
+      "dtype": "int64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_13": {
+      "dtype": "int64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_14": {
+      "dtype": "int64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_15": {
+      "dtype": "int64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_16": {
+      "dtype": "int64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_17": {
+      "dtype": "int64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_18": {
+      "dtype": "int64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_19": {
+      "dtype": "float64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_20": {
+      "dtype": "float64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_21": {
+      "dtype": "float64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_22": {
+      "dtype": "float64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_23": {
+      "dtype": "float64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_24": {
+      "dtype": "float64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_25": {
+      "dtype": "float64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_26": {
+      "dtype": "float64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_27": {
+      "dtype": "string",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_28": {
+      "dtype": "float64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_29": {
+      "dtype": "int64",
+      "id": null,
+      "_type": "Value"
+    },
+    "feat_f_30": {
+      "dtype": "int64",
+      "id": null,
+      "_type": "Value"
+    },
+    "target": {
+      "dtype": "float32",
+      "id": null,
+      "_type": "Value"
+    }
+  },
+  "homepage": "",
+  "license": "",
+  "post_processed": null,
+  "post_processing_size": null,
+  "size_in_bytes": null,
+  "splits": {
+    "valid": {
+      "name": "valid",
+      "num_bytes": 47880266,
+      "num_examples": 180001,
+      "dataset_name": null
+    }
+  },
+  "supervised_keys": null,
+  "task_templates": null,
+  "version": null
+}

processed/valid/state.json

@@ -0,0 +1,48 @@
+{
+  "_data_files": [
+    {
+      "filename": "dataset.arrow"
+    }
+  ],
+  "_fingerprint": "57a788059ce2784f",
+  "_format_columns": [
+    "feat_f_00",
+    "feat_f_01",
+    "feat_f_02",
+    "feat_f_03",
+    "feat_f_04",
+    "feat_f_05",
+    "feat_f_06",
+    "feat_f_07",
+    "feat_f_08",
+    "feat_f_09",
+    "feat_f_10",
+    "feat_f_11",
+    "feat_f_12",
+    "feat_f_13",
+    "feat_f_14",
+    "feat_f_15",
+    "feat_f_16",
+    "feat_f_17",
+    "feat_f_18",
+    "feat_f_19",
+    "feat_f_20",
+    "feat_f_21",
+    "feat_f_22",
+    "feat_f_23",
+    "feat_f_24",
+    "feat_f_25",
+    "feat_f_26",
+    "feat_f_27",
+    "feat_f_28",
+    "feat_f_29",
+    "feat_f_30",
+    "id",
+    "target"
+  ],
+  "_format_kwargs": {},
+  "_format_type": null,
+  "_indexes": {},
+  "_output_all_columns": false,
+  "_split": null
+}