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 |
|---|---|---|---|
| "@AdoreBellaaa: Have ya ever asked your bitch for other bitches - kanye voice" Yes | Mixed | Abusive | User Added |
| "@Addicted2Guys: -SimplyAddictedToGuys http://t.co/1jL4hi8ZMF" woof woof hot scally lad | Mixed | Safe | User Added |
| "@ARIZZLEINDACUT: Females think dating a pussy is cute now? http://t.co/VxBJg26Gsz" how does doing this stuff make him a pussy? | Mixed | Abusive | User Added |
| "@A7XDemery: I'm a fucking fag they said" | Mixed | Abusive | User Added |
| "@2015seniorprobs: I probably wouldn’t mind school as much if we didn’t have to deal with bitch ass teachers". Retweet | Mixed | Abusive | User Added |
| "..All I wanna do is get money and fuck model bitches!" - Russell Simmons | Mixed | Abusive | User Added |
| "...Son of a bitch took my Tic Tacs." I like this movie. | Mixed | Abusive | User Added |
| "& he's gone always be a hoe" | Mixed | Abusive | User Added |
| "😂😂😂@The_Paradox: And ima steal his cat n replace it with a pitbull 😂😂😂😂 RT @80sbaby4life: @The_Paradox He a bitch you should do it" | Mixed | Abusive | User Added |
| "😂😂😂😂😂😂😂😂😂😂@DaHomieFuzz: Gay niggas couldn't wait to act like bitches tonight" | Mixed | Abusive | User Added |
| "😂😂😂😂😂😂😂😂😂😂😂@VandalSavage_: Teanna Trump probably cleaner than most of these twitter hoes but........." | Mixed | Abusive | User Added |
| " young Pill Chamberlain these bitches love my music " | 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