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 @LiberalPhenom: Who on GZ's defense team is paying media to trash the prosecution constantly? @ThomasARoberts | Mixed | Safe | User Added |
| RT @LiamGeraldShone: @vernon1488 @AranNicolWHUFC @DSaend get fucked you racist inbred hillbilly fuck | Mixed | Hate Speech | User Added |
| RT @LiViBADD88: niggas talk more than bitches these days... let that sink in! | Mixed | Abusive | User Added |
| RT @LiIuglymane: When your side bitch tries to hug you in public http://t.co/T5uRIsXNdF | Mixed | Abusive | User Added |
| RT @LiFEOf_AYUNgIN: That pussy is never yours it's just your turn remember that . 💯 | Mixed | Abusive | User Added |
| RT @Lexxinnn: Don't no nigga want no broke ass bitch ‼️ but it's crazy how a bitch will do all she can to better a broke ass nigga 🐸☕️ | Mixed | Abusive | User Added |
| RT @Lexieeller: My timeline right now Ravens 🏈 Ravens 🏈 Ravens 🏈 Commercial tweet 😂 Ravens 🏈 Ravens 🏈 Ravens 🏈 & Some bitch talkin ... | Mixed | Abusive | User Added |
| RT @LexaTaughtYou: @hedge_brandon calm down bitch. Touch my boobs & ill it your dick off & staple it to your forehead, since you wanna be a… | Mixed | Abusive | User Added |
| RT @LevisNInk: “@iDocLyfe: When you ain't had pussy in a hot minute... http://t.co/uidvqXugE2” OMM 😂 | Mixed | Abusive | User Added |
| RT @LettyBro_: Yall hoes super weakkkkkkkk | Mixed | Abusive | User Added |
| RT @LethalBizzle: Suck yo momma flappy bird!!!!!! | Mixed | Abusive | User Added |
| RT @LetMeLive305 Stevie J playa of the yr tho #LHHATLREUNION/He ain't no player!He stands SOLID behind his bullshit and bitches respect that | 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