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 |
|---|---|---|---|
| RT @MrPerfect_22: Most of these niggas go broke for these hoes !! | Mixed | Abusive | User Added |
| RT @MrPOONsoaker: Foh RT @Thotcho: @MrPOONsoaker lmao 6′0 but I’m hella skinny so bitches don’t like me | Mixed | Abusive | User Added |
| RT @MrNationWide: fake eyelashes are okay if they look natural, but some of you bitches look like you gonna take flight if you blink too fa… | Mixed | Abusive | User Added |
| RT @MrNBAallday: Kobe calls Dwight Howard a "bitch ass nigga" 😂😂 https://t.co/9l5E8kKW7D | Mixed | Abusive | User Added |
| RT @MrLuckyToYou: If that pussy good, umma moan when um eating it. | Mixed | Abusive | User Added |
| RT @MrLuckyToYou: Eat that pussy from the back and slide two fingers in... | Mixed | Abusive | User Added |
| RT @MrHoratioSanz: Vin Scully once called me a camel jockey. #liesaboutvinscully | Mixed | Hate Speech | User Added |
| RT @MrHeadLock101 Either bitches fake gay or fake happy | Mixed | Abusive | User Added |
| RT @MrFrankOcean__: Kim K a hoe, because she fucked 4 dudes we see on TV? Some of you hoes have fucked 40 dudes that don't even got a TV ... | Mixed | Abusive | User Added |
| RT @MrFourTwentyy: Now when a bitch try to suck the strap that's when she getting kicked out | Mixed | Abusive | User Added |
| RT @MrFourTwentyy: Everybody fckn everybody bitch & everybody with the shit, that's life | Mixed | Abusive | User Added |
| RT @MrCouture: I have so many questions about that sex tape. I love love LOVE me some Mimi and if that thirsty dude releases it, he's trash… | Mixed | Safe | 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