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 @Mshomicide_: i got hoes i got hella hoes😈👯😂 | Mixed | Abusive | User Added |
| RT @Ms_SadaClay: No thanx, I'm on a diet RT“@viaNAWF: 🍪 RT @Ms_SadaClay: I love salad RT“@viaNAWF: Anyway fuck you hoes, eat a salad.”” | Mixed | Abusive | User Added |
| RT @Ms_SadaClay: Hate when bitches be havin that big gap in they boobs 😩😂 shit look ooberly childish 😂 | Mixed | Abusive | User Added |
| RT @Ms_Lynnn_: All the money in the world couldn't get you a real bitch. #priceless | Mixed | Abusive | User Added |
| RT @MsRock4Ever: bitch mcconnell has been a 30-year parasite and we can not afford him any longer. @VoteBlue, Vote @AlisonForKY | Mixed | Abusive | User Added |
| RT @MsKeeKee90s: Throw it up! Like a pizza! Get stirring in that pussy like a feature 😂😂😂 @t_ndyy @PamiiBabesh | Mixed | Abusive | User Added |
| RT @MsKeeKee90s: @t_ndyy haha Oreo lol. Well I gota do dee's video for his dance soon, I can show you how to use equipment and that x | Mixed | Safe | User Added |
| RT @MsKeShera_: these bitches be sending shots but be missing me ian been @'d yet you cant be dissing me! | Mixed | Abusive | User Added |
| RT @MsJoseline: If you going to fuck on camera at least be a freak not a boring 45 year ol lady. What they got this hoe under. Granny porn? | Mixed | Abusive | User Added |
| RT @MsAprylJ: Waka gone kill dat hoe lol | Mixed | Abusive | User Added |
| RT @MrzSixTrue: Ill break a Bitch down, like the pussy she is. | Mixed | Hate Speech | User Added |
| RT @Mryungone: “@viaNAWF I got some lightskin pussy one time and the bitch damn near had me bout to propose.” had some I had to immediately… | 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