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 |
|---|---|---|---|
| @justezzzee that nigga ain't no fucking champ he a straight up bitch who not bout shit # bitch made! | Mixed | Abusive | User Added |
| @justezzzee so wtf u tryna do bitch? | Mixed | Abusive | User Added |
| @justezzzee nigga what bitch I'm talking bout boxing can u read? | Mixed | Abusive | User Added |
| @justezzzee bitch you look like one of the characters off of Sesame Street which yo ugly ass. | Mixed | Abusive | User Added |
| @justezzzee bitch where u be fuck nigga | Mixed | Abusive | User Added |
| @justezzzee and your an annoying ass fuck boy he could of still meet up and fight somwhere else u can shut that bitch shit up fuck boy | Mixed | Abusive | User Added |
| @justezzzee I swear you straight up bitch | Mixed | Abusive | User Added |
| @justezzzee @NoleyDunlap and why would I want my girl to stand up for me if im the man you are a bitch for letting her do that | Mixed | Abusive | User Added |
| @just_priss I understand but stop venting on this bitch you give to much insight in to your life & these people don't deserve that | Mixed | Abusive | User Added |
| @just_joshin7 fag. | Mixed | Hate Speech | User Added |
| @jusfinlbieber honestly fuck whoever agreed with this bitch ass nigga your never going to get to tupac level | Mixed | Abusive | User Added |
| @juniorshabidoo also Nack which autocorrect changed so I'm putting my phone in the trash and going to sleep | Mixed | Safe | 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