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 @SheWilI: When you go to a college party and you don't see any bitches http://t.co/ACUT5eT3tU | Mixed | Abusive | User Added |
| RT @SheTrillaryC___: You can't tell a bitch shit when they get a Job 😂😂😂😂 | Mixed | Abusive | User Added |
| RT @SheSeauxSaditty: Yall act like your pussy did something magical because a nigga suddenly didn't pull out. Naw, he just didn't pull out,… | Mixed | Abusive | User Added |
| RT @SheScreams_Mami: These hoes ain't loyal🙅💯👌 | Mixed | Abusive | User Added |
| RT @SheScreamsGera: Stop complaining about being single hoe! We have bigger problems here Rn Like McDonald’s doesn’t serve breakfast after … | Mixed | Abusive | User Added |
| RT @SheMoansNookie: Can't even tell a bitch hey without thinking you tryna get at them. Lmao. Y'all sumn else. Get real | Mixed | Abusive | User Added |
| RT @SheDreamsTheD: You girls be 13 talking about "I hate sleeping alone" .. Well bitch you better buy a damn teddy bear. | Mixed | Abusive | User Added |
| RT @SheDreamsTheD: Don't ever be ashamed of who you are, unless you a hoe. | Mixed | Abusive | User Added |
| RT @SheBoundTa_G_O: @WeDont_SmokeREG money ova bitches I'm yellin it ta da grave developed at ah young age, go afta wat pays 😎 | Mixed | Abusive | User Added |
| RT @She2Foreign: I don't want yo bitch, she gotta be foreign. 😴 | Mixed | Abusive | User Added |
| RT @ShayDMVsFinest: I know I got good pussy 💅 | Mixed | Abusive | User Added |
| RT @Shawnzie3: Foxtrot Uniform Charlie Kilo. | 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