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 @ThatBoyACE71: Vonte not tweeting like a bitch finally | Mixed | Abusive | User Added |
| RT @ThatBoyACE71: Most black hoes at prom looked like http://t.co/FYZ1bPWXGw | Mixed | Abusive | User Added |
| RT @ThatBajanKidd: #NeverAskABlackPerson if her hair is hers . she will hit you with a "bitch i bought it , so it's mine" . | Mixed | Hate Speech | User Added |
| RT @That1guyJeff: RT @rebeccaisfresh: carrot cake is trash. too sweet. http://t.co/rxrowJMbW0 | Mixed | Safe | User Added |
| RT @Thaddiemac: light skin bitches cheat on their man, dark skin bitches squirt bike chain oil, latinas will cut your dick off, & white gir… | Mixed | Abusive | User Added |
| RT @Thad_CastIe: Regrets are for pussies. Shit happens, deal with it | Mixed | Abusive | User Added |
| RT @Thad_CastIe: A MILF is a sexy ass mom over 35. If you're 20, you're just a bitch with a baby. | Mixed | Abusive | User Added |
| RT @ThadIsReal: Ladies If a nigga always wanna go out and party every weekend . He basically side hoe shopping | Mixed | Abusive | User Added |
| RT @ThaStonerNation: "You smell like Weed..." and bitch you smell like sober. | Mixed | Abusive | User Added |
| RT @ThaReal_Elijah: Used to be with 50 niggas, 20 of em got murked, 20 of em turned pussy, the other 10 put in work | Mixed | Abusive | User Added |
| RT @ThaReal_Elijah: Real niggah over here💯😈 | Mixed | Abusive | User Added |
| RT @TexasHickspanic: Hey you!! Acting like a saint on twitter.. we think you're fucking weird you prude bitch. | 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