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 |
|---|---|---|---|
| So pissed I forgot that Saiyan bitches infio. She gave ne her IG tioo,. FUCK | Mixed | Abusive | User Added |
| So people here donate plasma to feed their drug addiction... I donate because I get money, and I save lives. Whaddup bitches 💁 | Mixed | Abusive | User Added |
| So now he wanna LIE !? 😂😭 he's a fuccing joke ✋😴 ajay gotta whole bitch but oml trynna argue wit me & shit like FIR WHAT BOI !? | Mixed | Abusive | User Added |
| So now been trill is trash cus asap said so 😕 ok | Mixed | Safe | User Added |
| So now ain't nobody got a type you all like bad bitches huh...well why yo baby momma never mind | Mixed | Abusive | User Added |
| So niggers really believe Phelps just smokin on a regular huh? Tell me now & I'll log off for the night | Mixed | Hate Speech | User Added |
| So niggas wanna be bitches and shit wearing flowers and shit smh y'all niggas gay! | Mixed | Abusive | User Added |
| So my mom told me she put my "drug paraphernalia" in the trash. The shitty life of a stoner with a cop mom. Im pretty upset. | Mixed | Abusive | User Added |
| So my light was off & door was closed , mom walks in turn lights on . Tells me to take trash out in the morning . then walked out.. Light on | Mixed | Safe | User Added |
| So my dumb ass screams fuck the redskins in this big ass echo filled parking garage | Mixed | Abusive | User Added |
| So my daughter seen Charlie Villanueva... Questions on 1,000 😂😂😂😂 | Mixed | Safe | User Added |
| So my coworker is yellin at my other coworker and I so I'm like "Who you talkin to? Cuz it's not me" then she wanna bktrack like no 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