peyeng commited on
Commit
9f87182
·
verified ·
1 Parent(s): b7a0792

Upload 3 files

Browse files
Files changed (3) hide show
  1. README.md +42 -3
  2. config.json +5 -0
  3. model.pkl +3 -0
README.md CHANGED
@@ -1,3 +1,42 @@
1
- ---
2
- license: mit
3
- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ language: id
3
+ tags:
4
+ - machine-learning
5
+ - classification
6
+ - SVM
7
+ - sentiment-analysis
8
+ license: mit
9
+ datasets:
10
+ - private-dataset
11
+ model-index:
12
+ - name: SentimenNFT-SVM
13
+ results: []
14
+ ---
15
+
16
+ # 🧠 SentimenNFT-SVM
17
+
18
+ Model ini dilatih untuk melakukan analisis sentimen terhadap tweet berbahasa Indonesia yang membahas NFT pada blockchain Solana, menggunakan metode Support Vector Machine (SVM).
19
+
20
+ ## 📚 Dataset
21
+ Dataset bersifat privat dan dikumpulkan dari media sosial X (Twitter).
22
+
23
+ ## 🛠️ Cara Pakai
24
+
25
+ ```python
26
+ from joblib import load
27
+
28
+ model = load("model.pkl")
29
+ prediction = model.predict(["NFT ini sangat menjanjikan!"])
30
+ print(prediction)
31
+ ```
32
+
33
+ ## 📊 Performa
34
+
35
+ - Akurasi validasi: 85%
36
+ - F1-score: 0.82
37
+
38
+ ## 📜 Lisensi
39
+ MIT License
40
+
41
+ ## ✨ Kontributor
42
+ - [@username](https://huggingface.co/username)
config.json ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ {
2
+ "model_type": "SVM",
3
+ "language": "id",
4
+ "task": "sentiment-analysis"
5
+ }
model.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2ead9b61d5a40457100ddb19486d9a95a161e0dabaadccbc6d66ccad6e36ff77
3
+ size 346