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 |
|---|---|---|---|
| RT @khadijzah: Someone will love your bitch ass it won't be me but someone will love you | Mixed | Abusive | User Added |
| RT @khadijzah: People be like from bae to who are you real quick I be like bitch don't play with me I'll cut you | Mixed | Abusive | User Added |
| RT @kg4hunnid: Bruh you trash take yo ass back to college @GenoSmith7 | Mixed | Abusive | User Added |
| RT @kevnasto: I would rather fuck a fat chick than allow a nigger into my house. | Mixed | Hate Speech | User Added |
| RT @kevinkoski: If Jeremy Lin dunked on Lebron in a Yankees cap, and then celebrated by Tebowing in front of Brett Favre, would ESPN exp ... | Mixed | Safe | User Added |
| RT @kevantee_: hoes quick to say they can fuck somebody else bf but what does that do for you but make you look bad? 😂😂😂 want a cookie? | Mixed | Abusive | User Added |
| RT @kep0ne: I'm pretty sure @Krislisisms just called that dude a faggot | Mixed | Abusive | User Added |
| RT @kep0ne: @quanb24 you bitch ass nigga | Mixed | Abusive | User Added |
| RT @kenohtoopretty_: i don't want no thot , a thot is a girl that can't get no❤️from me, hanging with the other little hoes, wearing her be… | Mixed | Abusive | User Added |
| RT @kendramarie91: “@vngelinaa_: Tornado sirens.... Atleast I'll be dying with you guys @Xo_t33 @a_krizanovic @kendramarie91 😭” and this ho… | Mixed | Safe | User Added |
| RT @kendra_kay25: @WhiteyPants11 you're a fag for using that emoji. Anyways, you are one of my best friends & there is never a dull moment … | Mixed | Abusive | User Added |
| RT @kelseyreneee_: Bet you won't @ em' doe “@Jakelewis44_: "Hoes gon be hoes" shut up. You a hoe😂😂👀” | 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