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 |
|---|---|---|---|
| Fat hoes on Twitter calling themselves Barbies, bitch you ain't no damn Barbie you a damn care bear. | Mixed | Abusive | User Added |
| Fat fucking funky nasty ass hoes | Mixed | Hate Speech | User Added |
| Fat bitches need love too I'll fuck em 💯💯 | Mixed | Abusive | User Added |
| Fat bitches got the most pictures | Mixed | Abusive | User Added |
| Fat bitches Twitter names be " PrincessCookieNeckBackCrack " lmaoo 😂😂😂 | Mixed | Abusive | User Added |
| Fat bitch | Mixed | Abusive | User Added |
| Fat ass inbred rednecks like Paula Deen are breed that are going extinct. I mean look at that woman, I would hate to be her scale. | Mixed | Hate Speech | User Added |
| Fat ass hoe holding up the machine | Mixed | Hate Speech | User Added |
| Fat Trel that niggah 👌 | Mixed | Abusive | User Added |
| Fantasy squad doing so trash :/ | Mixed | Safe | User Added |
| Famous women be the biggest hoes. | Mixed | Abusive | User Added |
| Fam. “@1800deeznuts: Telling bitches you're sterile so you can hit em raw >>>>>>” | 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