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 @_iMcNasty: Heat lost. Medical marijuana got rejected. Rick Scott got reelected. I still have no hoes. Today's just been a bad day. | Mixed | Abusive | User Added |
| RT @_iMadeHerWise: Idc about your "story", if Petey Pablo said your name in Freek A Leek, you automatically a hoe | Mixed | Abusive | User Added |
| RT @_iHATEMOON: All these bitches & niggaz with they imaginary haters ..... | Mixed | Hate Speech | User Added |
| RT @_iGotHer: "Her pussy fatter than ya dick" lmao | Mixed | Abusive | User Added |
| RT @_iForeign: You talking shit 😷 But yo pockets ain't shit 💩 Yo bitch ain't shit 💩 Yo life ain't shit 💩 nigga you just a ain't shit as nig… | Mixed | Abusive | User Added |
| RT @_iChrisP: “@Shane_A1: swear me n zee da only niccas who aint got da update yet”<I'm right there wit cha bruh | Mixed | Abusive | User Added |
| RT @_iAmDizzy: A hoe gone be a hoe and dats #100 nd when a nigga broke them hoes act funny! | Mixed | Abusive | User Added |
| RT @_honeysays: “@NipseyHussle: Sometime u gotta shut down all tha fun and get tha $ rite. get ugly on these hoes and EAT!” | Mixed | Abusive | User Added |
| RT @_hillzzz: this is real life 😭 RT @NoWomanIsRight: She want to give u pussy so bad she mad at u cus u fucking it up | Mixed | Abusive | User Added |
| RT @_haleybeeee: Im a boss ass bitch! @MostDoubt3d6 @EmilyMorring | Mixed | Abusive | User Added |
| RT @_groovymovie: “@Shane_A1: Hmu talmbout match but when I pull up its 30 other niccas wit ya 😒” smfh shit like that kill me | Mixed | Abusive | User Added |
| RT @_groovyg: me 2nite bitches http://t.co/NlToDB7xze | 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