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 @Moniqve_: hoes be mad at you cause your nigga wanted you over her 😴 | Mixed | Abusive | User Added |
| RT @MoneyMakers_Ent: Bitch you're retarded RT @TheVinnette: Men that cook should wear panties too” | Mixed | Abusive | User Added |
| RT @MoneyHG: I love pussy | Mixed | Abusive | User Added |
| RT @MoneyHG: I gota hand fulla brothers Trek gang bitch we hustle | Mixed | Abusive | User Added |
| RT @MoneyBABY_Rich: So tired of Yall hoes giving a shout out to yall Moma talking bout she ain't raise no hoe 😡☕️🐸 | Mixed | Abusive | User Added |
| RT @Moisessp14: Look at u now u pregnant stupid bitch lol | Mixed | Hate Speech | User Added |
| RT @MoccaBitchx3: I text bitches at 11:12 ..... Make they wish come true ;) | Mixed | Abusive | User Added |
| RT @Mobute: Rick Scott vs. Charlie Crist is the worst gubernatorial election in America, and it's the face of our ugly future. http://t.co/… | Mixed | Safe | User Added |
| RT @MobileSuitKwamz: Just swing "@MUHFUGGINJKELLS: "That's why I fucked yo bitch." I mean...what can you say back to that?" | Mixed | Abusive | User Added |
| RT @MobJoe: Word. And it don't make u a hoe RT @100granHman: It's okay to have sex on first date long as the feeling is mutual | Mixed | Safe | User Added |
| RT @MoJizel: make sure her titties out RT @_CDiddy: Bouta take a pic of her laying on me like the side bitches do | Mixed | Abusive | User Added |
| RT @MoDroJoJo: "@basedamERICan: "Ayo take this pic for me fam" "You think the bitches gon fuck with this pic?" http://t.co/dTtZPLIpkm" LMA… | 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