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 |
|---|---|---|---|
| "@Strap__: I ain't sharing no bitch if you mines you mines 💯" | Mixed | Abusive | User Added |
| "@Stephenwildboy: Chilling 👅™ http://t.co/mik3iPNle6" sexy scally lad | Mixed | Safe | User Added |
| "@StellaTex: Guess what? I also have zero time for your mansplaining! Adios!" Stfu pussy | Mixed | Abusive | User Added |
| "@SportsCenter: USC senior RB Anthony Brown calls head coach Steve Sarkisian a racist and quits team. » http://t.co/JOOsdSubIR" he's a bitch | Mixed | Safe | User Added |
| "@SportsCenter: Eli Manning just threw his NFL-leading 27th interception of the season." Lmao trash | Mixed | Safe | User Added |
| "@SnakecharmsDump: http://t.co/4b427dQZCV" oh yeah fuck that bitch | Mixed | Abusive | User Added |
| "@SmeegBaby: Dese hoes be LYIN to all of us nigga" | Mixed | Abusive | User Added |
| "@SlimGirl_Probz: i'm hungry but ionn wanna spend my money on food😒"Broke hoe problems 😂😂😂💀 | Mixed | Abusive | User Added |
| "@Shun_stokes: My cousin said he share hoes with his brothers. He said sharing is caring and he love his brothers 😂" | Mixed | Abusive | User Added |
| "@Shun_stokes: 😂😂😂😂RT @bluprint_4: Lmao! This bitch come scooting in the tent like she about to fuck some shit up!" 😭😭😭 | Mixed | Abusive | User Added |
| "@ShowArrive: Side hoes are for insecure niggas that can't handle a real one." | Mixed | Abusive | User Added |
| "@SheWentToJordan: Can't worry about a bitch that ain't worried bout me" #real | 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