autotrain-data-processor
commited on
Commit
·
7e96032
1
Parent(s):
42e5f6b
Processed data from AutoTrain data processor ([2022-03-30 20:48 ]
Browse files- README.md +53 -0
- processed/dataset_dict.json +1 -0
- processed/train/dataset.arrow +3 -0
- processed/train/dataset_info.json +41 -0
- processed/train/state.json +17 -0
- processed/valid/dataset.arrow +3 -0
- processed/valid/dataset_info.json +41 -0
- processed/valid/state.json +17 -0
README.md
ADDED
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
task_categories:
|
3 |
+
- text-classification
|
4 |
+
|
5 |
+
---
|
6 |
+
# AutoTrain Dataset for project: security-texts-classification-distilroberta
|
7 |
+
|
8 |
+
## Dataset Descritpion
|
9 |
+
|
10 |
+
This dataset has been automatically processed by AutoTrain for project security-texts-classification-distilroberta.
|
11 |
+
|
12 |
+
### Languages
|
13 |
+
|
14 |
+
The BCP-47 code for the dataset's language is unk.
|
15 |
+
|
16 |
+
## Dataset Structure
|
17 |
+
|
18 |
+
### Data Instances
|
19 |
+
|
20 |
+
A sample from this dataset looks as follows:
|
21 |
+
|
22 |
+
```json
|
23 |
+
[
|
24 |
+
{
|
25 |
+
"text": "Netgear launches Bug Bounty Program for Hacker; Offering up to $15,000 in Rewards It might be the ea[...]",
|
26 |
+
"target": 0
|
27 |
+
},
|
28 |
+
{
|
29 |
+
"text": "Popular Malware Families Using 'Process Doppelg\u00e4nging' to Evade Detection The fileless code injectio[...]",
|
30 |
+
"target": 1
|
31 |
+
}
|
32 |
+
]
|
33 |
+
```
|
34 |
+
|
35 |
+
### Dataset Fields
|
36 |
+
|
37 |
+
The dataset has the following fields (also called "features"):
|
38 |
+
|
39 |
+
```json
|
40 |
+
{
|
41 |
+
"text": "Value(dtype='string', id=None)",
|
42 |
+
"target": "ClassLabel(num_classes=2, names=['irrelevant', 'relevant'], id=None)"
|
43 |
+
}
|
44 |
+
```
|
45 |
+
|
46 |
+
### Dataset Splits
|
47 |
+
|
48 |
+
This dataset is split into a train and validation split. The split sizes are as follow:
|
49 |
+
|
50 |
+
| Split name | Num samples |
|
51 |
+
| ------------ | ------------------- |
|
52 |
+
| train | 780 |
|
53 |
+
| valid | 196 |
|
processed/dataset_dict.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"splits": ["train", "valid"]}
|
processed/train/dataset.arrow
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6e4ee301e4983e9099ad6d71845f1db4cf48ca0debbddcb3bf179fb17427012d
|
3 |
+
size 3062912
|
processed/train/dataset_info.json
ADDED
@@ -0,0 +1,41 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"builder_name": null,
|
3 |
+
"citation": "",
|
4 |
+
"config_name": null,
|
5 |
+
"dataset_size": null,
|
6 |
+
"description": "AutoTrain generated dataset",
|
7 |
+
"download_checksums": null,
|
8 |
+
"download_size": null,
|
9 |
+
"features": {
|
10 |
+
"text": {
|
11 |
+
"dtype": "string",
|
12 |
+
"id": null,
|
13 |
+
"_type": "Value"
|
14 |
+
},
|
15 |
+
"target": {
|
16 |
+
"num_classes": 2,
|
17 |
+
"names": [
|
18 |
+
"irrelevant",
|
19 |
+
"relevant"
|
20 |
+
],
|
21 |
+
"id": null,
|
22 |
+
"_type": "ClassLabel"
|
23 |
+
}
|
24 |
+
},
|
25 |
+
"homepage": "",
|
26 |
+
"license": "",
|
27 |
+
"post_processed": null,
|
28 |
+
"post_processing_size": null,
|
29 |
+
"size_in_bytes": null,
|
30 |
+
"splits": {
|
31 |
+
"train": {
|
32 |
+
"name": "train",
|
33 |
+
"num_bytes": 3062259,
|
34 |
+
"num_examples": 780,
|
35 |
+
"dataset_name": null
|
36 |
+
}
|
37 |
+
},
|
38 |
+
"supervised_keys": null,
|
39 |
+
"task_templates": null,
|
40 |
+
"version": null
|
41 |
+
}
|
processed/train/state.json
ADDED
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_data_files": [
|
3 |
+
{
|
4 |
+
"filename": "dataset.arrow"
|
5 |
+
}
|
6 |
+
],
|
7 |
+
"_fingerprint": "6cb0a63afd430e7d",
|
8 |
+
"_format_columns": [
|
9 |
+
"target",
|
10 |
+
"text"
|
11 |
+
],
|
12 |
+
"_format_kwargs": {},
|
13 |
+
"_format_type": null,
|
14 |
+
"_indexes": {},
|
15 |
+
"_output_all_columns": false,
|
16 |
+
"_split": null
|
17 |
+
}
|
processed/valid/dataset.arrow
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:db5a44e260e3b61166aaf9afdbd176f621fd71fe99db4dbcca3e03d035427287
|
3 |
+
size 765592
|
processed/valid/dataset_info.json
ADDED
@@ -0,0 +1,41 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"builder_name": null,
|
3 |
+
"citation": "",
|
4 |
+
"config_name": null,
|
5 |
+
"dataset_size": null,
|
6 |
+
"description": "AutoTrain generated dataset",
|
7 |
+
"download_checksums": null,
|
8 |
+
"download_size": null,
|
9 |
+
"features": {
|
10 |
+
"text": {
|
11 |
+
"dtype": "string",
|
12 |
+
"id": null,
|
13 |
+
"_type": "Value"
|
14 |
+
},
|
15 |
+
"target": {
|
16 |
+
"num_classes": 2,
|
17 |
+
"names": [
|
18 |
+
"irrelevant",
|
19 |
+
"relevant"
|
20 |
+
],
|
21 |
+
"id": null,
|
22 |
+
"_type": "ClassLabel"
|
23 |
+
}
|
24 |
+
},
|
25 |
+
"homepage": "",
|
26 |
+
"license": "",
|
27 |
+
"post_processed": null,
|
28 |
+
"post_processing_size": null,
|
29 |
+
"size_in_bytes": null,
|
30 |
+
"splits": {
|
31 |
+
"valid": {
|
32 |
+
"name": "valid",
|
33 |
+
"num_bytes": 764940,
|
34 |
+
"num_examples": 196,
|
35 |
+
"dataset_name": null
|
36 |
+
}
|
37 |
+
},
|
38 |
+
"supervised_keys": null,
|
39 |
+
"task_templates": null,
|
40 |
+
"version": null
|
41 |
+
}
|
processed/valid/state.json
ADDED
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_data_files": [
|
3 |
+
{
|
4 |
+
"filename": "dataset.arrow"
|
5 |
+
}
|
6 |
+
],
|
7 |
+
"_fingerprint": "976c9043ab50c7ef",
|
8 |
+
"_format_columns": [
|
9 |
+
"target",
|
10 |
+
"text"
|
11 |
+
],
|
12 |
+
"_format_kwargs": {},
|
13 |
+
"_format_type": null,
|
14 |
+
"_indexes": {},
|
15 |
+
"_output_all_columns": false,
|
16 |
+
"_split": null
|
17 |
+
}
|