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 |
|---|---|---|---|
| “@WEEEDITH: All I want is bitches, big boooty bitches” | Mixed | Abusive | User Added |
| “@VishalDaGod: fuck a #WCW dats my bitch , not my crush” | Mixed | Abusive | User Added |
| “@Vabtwin8211: @Vivalaquintaa agreed, eating pussy is so much better”they both Nasty | Mixed | Abusive | User Added |
| “@VINNYGUADAGNINO: I'm a boss ass bitch ..bitch..bitch..bitch..bitch..bitch..bitch..” @sarahninjaginga | Mixed | Abusive | User Added |
| “@Untouchable_T: Never seen so many perfect bitches til I made a Twitter 😴 but 🐸☕️”💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯💯 | Mixed | Abusive | User Added |
| “@Untouchable_T: Ion care about none of these bitches”💯💯💯 | Mixed | Abusive | User Added |
| “@UnbearableTier_: I ate oomf pussy” @ her 👀👀👀😂😂 | Mixed | Abusive | User Added |
| “@UnLike_Society: Good pussy be making a nigga have to regroup” pull out and get your thoughts together😂😂 | Mixed | Abusive | User Added |
| “@UcfGawd: Crying over a guy on Thanksgiving? Nah bitch pick your head up, you making the turkey soggy.” Thanks A'Shanni *pats turkey dry* | Mixed | Abusive | User Added |
| “@UTRagers: COLT MCCOY WINS‼️ #HookEm🐂” he's still trash | Mixed | Safe | User Added |
| “@UCCrushes: Trenton Gossman is the sexiest hillbilly I have ever seen” 💁😂😂😂 | Mixed | Abusive | User Added |
| “@Tylar____: This single shit so boring 😫😒”suck it bitch | 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