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
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| This bitch THINCC she dress coding me ✋😂😭 | Mixed | Safe | User Added |
| This bitch Rihanna is on some dust or something | Mixed | Abusive | User Added |
| This bitch Gmfu. | Mixed | Abusive | User Added |
| This bitch @Lvl_7_Eevee buys sparkling water. | Mixed | Safe | User Added |
| This bitch @DaRealQuitaM just called me a bougie whore tho! 😂😂😂😂 ol angry bird! Lmao | Mixed | Abusive | User Added |
| This bitch @Cee_Murda94 😂😂😂 http://t.co/PSfpugyS1g | Mixed | Abusive | User Added |
| This bih stay in this ghetto ass neighborhood | Mixed | Abusive | User Added |
| This biatch just called me a bitch 😂😂 | Mixed | Abusive | User Added |
| This being too sick to function is for the birds ! I was starting to feel slightly better earlier,now I feel like death again! | Mixed | Safe | User Added |
| This being single shit is really trash especially when you ain't got nobody to text after midnight | Mixed | Abusive | User Added |
| This being sick is for the birds. | Mixed | Safe | User Added |
| This art shit lives forever bitch! Keep the change! | 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