Zambian Language Trainer Window
Curate local language datasets and trigger asynchronous machine learning training
Multilingual
Select Target Zambian Dialect to Manage & Train:
🇿🇲
Unified (All)
🇿🇲
Chibemba
🇿🇲
Chinyanja
🇿🇲
Chitonga
🇿🇲
Silozi
🇬🇧
English
🌐
Mixed/General
Local Dataset Inspector: All
25506 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| My sister is such a bitch 😂✊ http://t.co/TsjmaQ62yb | Mixed | Abusive | User Added |
| My sister is a bitch. My nephew got his first haircut, and he's bald 😭 | Mixed | Abusive | User Added |
| My sister called the chinks an asked was they open ctfu she fried!! | Mixed | Abusive | User Added |
| My side pieces have real jobs, nigga, I don't fuck with no birds | Mixed | Abusive | User Added |
| My shift won't be over no time so in the mean time im doing what I have to go to get by. And if it means tweeting trash I will | Mixed | Safe | User Added |
| My sex game better than yo ex niggah | Mixed | Abusive | User Added |
| My roommate is eating so obnoxiously I wanna fucking slit his throat | Mixed | Abusive | User Added |
| My reaction when a spoiled white kid says "nigga" like they a thug. #everytime #whiggers http://t.co/FZvwC7AskW | Mixed | Abusive | User Added |
| My pussy worth $15 | Mixed | Abusive | User Added |
| My pussy tastes like Pepsi Cola 🎶😏 | Mixed | Abusive | User Added |
| My pussy taste like pepsi cola. | Mixed | Abusive | User Added |
| My pussy popz Severely https://t.co/sOAH0Z1jUv | Mixed | Abusive | User Added |
Add Local Phrase
Batch Import CSV
CSV OnlyUpload a custom CSV file to bulk import training data across all languages. Required columns: phrase (or text), category (0=Hate, 1=Abusive, 2=Safe), and optionally language.
Model Training Control
20%
Evaluation Results
Trained Algorithm:
Decision Tree
ACCURACY
F1 SCORE
Confusion Matrix Grid
46
0
0
2
41
4
0
0
47
Columns: Predicted
Rows: Actual
Algorithm Accuracy Graph