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 @IKeepitRealer: ChrisBrown a bitch 4 hittin a Woman JayZ a bitch 4 lettin a woman hit him bitches needa make up ya mind 💆 Yah want yah a… | Mixed | Abusive | User Added |
| RT @IJustBeChillinn: dont bitch then get mad when i stop trying lol | Mixed | Abusive | User Added |
| RT @IINKY_chiefwuk: @ChiefKeef u a bitch shorty #TURNUP #OTF | Mixed | Abusive | User Added |
| RT @III_XXVIII_LIII: Omg the two monkey twins had never to call another girl ugly. They got thicker mustaches then me 😖 | Mixed | Abusive | User Added |
| RT @IHaveSex_Alot: I don't luv deez hoes at all..👌 | Mixed | Abusive | User Added |
| RT @IHaveSex_Alot: @100D_ real shiit my niggah 💯✊ | Mixed | Abusive | User Added |
| RT @IGGYAZALEA: its like the guy that asks for your number and then says you ugly and a bitch when you say no… | Mixed | Abusive | User Added |
| RT @IExamineTitties: Too many bitches strictly rely on their looks. Can't bring nothing to the table but 100 likes and an iPhone 😂😂 | Mixed | Abusive | User Added |
| RT @IEsoFab: 😂 RT @VeronicaGK: Yea I got big hands lol i'm a big bitch 5'10 lol i'm not gon have small hands 😂😂😂😂 | Mixed | Abusive | User Added |
| RT @IEatHeartsBitch: If you tell her the dick good she gone wanna try, tell her it's wack she gone wanna see for herself. A hoe gone be a h… | Mixed | Abusive | User Added |
| RT @IDontClaimHoes: Yung berg did a bitch move 😒😂 | Mixed | Abusive | User Added |
| RT @IAm_Beautyfull: my chink ass eyes 😭🙈 | 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