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 |
|---|---|---|---|
| “@anallanusa32: 83 you're really cool you're good at basketball. And your a zebra 🏀🐼” is this @WillBall4Life? | Mixed | Safe | User Added |
| “@almightyburr: gotta buy those anti-slip shoes so these hoes won't catch me slipping” | Mixed | Abusive | User Added |
| “@alicia_688: You aint special niglet RT @Vice504fly: When I'm chilling wit Greg ppl walk up to me to ask me to take pics”hatin | Mixed | Hate Speech | User Added |
| “@alicia_688: He did go in i was actually surprised he when that hard RT @Vice504fly: N the crib listen 2 my nig G-Eazy”don't diss my homie | Mixed | Abusive | User Added |
| “@alexvelazquez49: Jordyn stays making fun of how I eat like a little bitch" | Mixed | Abusive | User Added |
| “@aerinblazin: I'm 2 much for these niggas and 3 much for these hoes 💁” | Mixed | Abusive | User Added |
| “@abigayvazquez: @_Nicole214_ @TonyJetsFoo yeah he lowkey loves me he knows he's ma nigga 👌”we don't love these hoes | Mixed | Abusive | User Added |
| “@_yesKala: It's so wonderful when you meet a dude that's not a bitch ass nigga these days 😂” 🙌😩 | Mixed | Abusive | User Added |
| “@_yeaimmaBOSS: “@100046729: I wonder if I @ oomf I be like I want fuck would I be wrong or 😕” you a be one brave as bitch😂😂”one day 😩😂😂 | Mixed | Abusive | User Added |
| “@_xCianna: I don't like Popeye's spicy chicken 😡” them bitches be on 10 boa you trippen | Mixed | Abusive | User Added |
| “@_theGODMOTHER: im more excited about Boosie getting out than Valentines day”he get Vday pussy allstar weeekend pussy and mardi gras | Mixed | Abusive | User Added |
| “@_tellmeboutLOVE: Gave that bitch a bib since she wanna act messy” | 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