Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Sub-tasks:
multi-class-classification
Languages:
English
Size:
100K - 1M
Tags:
emotion-classification
License:
Commit
•
8aed9ba
1
Parent(s):
a084417
Replace YAML keys from int to str
Browse filesReplace YAML metadata integer keys with strings, as the Hub does not support integers.
See: https://github.com/huggingface/datasets/issues/5275
README.md
CHANGED
@@ -1,5 +1,4 @@
|
|
1 |
---
|
2 |
-
pretty_name: Emotion
|
3 |
annotations_creators:
|
4 |
- machine-generated
|
5 |
language_creators:
|
@@ -19,55 +18,7 @@ task_categories:
|
|
19 |
task_ids:
|
20 |
- multi-class-classification
|
21 |
paperswithcode_id: emotion
|
22 |
-
|
23 |
-
- config: default
|
24 |
-
task: text-classification
|
25 |
-
task_id: multi_class_classification
|
26 |
-
splits:
|
27 |
-
train_split: train
|
28 |
-
eval_split: test
|
29 |
-
col_mapping:
|
30 |
-
text: text
|
31 |
-
label: target
|
32 |
-
metrics:
|
33 |
-
- type: accuracy
|
34 |
-
name: Accuracy
|
35 |
-
- type: f1
|
36 |
-
name: F1 macro
|
37 |
-
args:
|
38 |
-
average: macro
|
39 |
-
- type: f1
|
40 |
-
name: F1 micro
|
41 |
-
args:
|
42 |
-
average: micro
|
43 |
-
- type: f1
|
44 |
-
name: F1 weighted
|
45 |
-
args:
|
46 |
-
average: weighted
|
47 |
-
- type: precision
|
48 |
-
name: Precision macro
|
49 |
-
args:
|
50 |
-
average: macro
|
51 |
-
- type: precision
|
52 |
-
name: Precision micro
|
53 |
-
args:
|
54 |
-
average: micro
|
55 |
-
- type: precision
|
56 |
-
name: Precision weighted
|
57 |
-
args:
|
58 |
-
average: weighted
|
59 |
-
- type: recall
|
60 |
-
name: Recall macro
|
61 |
-
args:
|
62 |
-
average: macro
|
63 |
-
- type: recall
|
64 |
-
name: Recall micro
|
65 |
-
args:
|
66 |
-
average: micro
|
67 |
-
- type: recall
|
68 |
-
name: Recall weighted
|
69 |
-
args:
|
70 |
-
average: weighted
|
71 |
tags:
|
72 |
- emotion-classification
|
73 |
dataset_info:
|
@@ -117,6 +68,55 @@ dataset_info:
|
|
117 |
num_examples: 416809
|
118 |
download_size: 15388281
|
119 |
dataset_size: 45445685
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
120 |
---
|
121 |
|
122 |
# Dataset Card for "emotion"
|
|
|
1 |
---
|
|
|
2 |
annotations_creators:
|
3 |
- machine-generated
|
4 |
language_creators:
|
|
|
18 |
task_ids:
|
19 |
- multi-class-classification
|
20 |
paperswithcode_id: emotion
|
21 |
+
pretty_name: Emotion
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
22 |
tags:
|
23 |
- emotion-classification
|
24 |
dataset_info:
|
|
|
68 |
num_examples: 416809
|
69 |
download_size: 15388281
|
70 |
dataset_size: 45445685
|
71 |
+
train-eval-index:
|
72 |
+
- config: default
|
73 |
+
task: text-classification
|
74 |
+
task_id: multi_class_classification
|
75 |
+
splits:
|
76 |
+
train_split: train
|
77 |
+
eval_split: test
|
78 |
+
col_mapping:
|
79 |
+
text: text
|
80 |
+
label: target
|
81 |
+
metrics:
|
82 |
+
- type: accuracy
|
83 |
+
name: Accuracy
|
84 |
+
- type: f1
|
85 |
+
name: F1 macro
|
86 |
+
args:
|
87 |
+
average: macro
|
88 |
+
- type: f1
|
89 |
+
name: F1 micro
|
90 |
+
args:
|
91 |
+
average: micro
|
92 |
+
- type: f1
|
93 |
+
name: F1 weighted
|
94 |
+
args:
|
95 |
+
average: weighted
|
96 |
+
- type: precision
|
97 |
+
name: Precision macro
|
98 |
+
args:
|
99 |
+
average: macro
|
100 |
+
- type: precision
|
101 |
+
name: Precision micro
|
102 |
+
args:
|
103 |
+
average: micro
|
104 |
+
- type: precision
|
105 |
+
name: Precision weighted
|
106 |
+
args:
|
107 |
+
average: weighted
|
108 |
+
- type: recall
|
109 |
+
name: Recall macro
|
110 |
+
args:
|
111 |
+
average: macro
|
112 |
+
- type: recall
|
113 |
+
name: Recall micro
|
114 |
+
args:
|
115 |
+
average: micro
|
116 |
+
- type: recall
|
117 |
+
name: Recall weighted
|
118 |
+
args:
|
119 |
+
average: weighted
|
120 |
---
|
121 |
|
122 |
# Dataset Card for "emotion"
|