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
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| lmaoooooo eat that goal faggot @gezus__ | Mixed | Abusive | User Added |
| lmaoooooo RT @WestsideAllure: Dude said bitches from NY fuck to Redman's greatest hits 😭😭😭 | Mixed | Abusive | User Added |
| lmaooooo relax RT @__J_R: 59-0 on Ya mark bitch ass. Roll Tide! Fuck the state of Texas | Mixed | Abusive | User Added |
| lmaooooo RT @SirAsshole: when you sit in a ghetto girls seat at lunch https://t.co/HaSLMb1Dzj | Mixed | Abusive | User Added |
| lmaoooo RT @ToeKnee2GX: Lol OK pal RT @AceHudsonJr: what bitch gone tell me no? TUH! http://t.co/toEa3cZjDF | Mixed | Abusive | User Added |
| lmaoooo RT @PhillyTheBoss: Everything on BET is trash. RT @MrCOOK_: B-Rad RT @fkinLIVE: White Mike was on BET, he can't be trash | Mixed | Safe | User Added |
| lmaoooo RT @ComedyTruth: Girls, don't let a guy treat you like a yellow starburst. You are a pink starburst. | Mixed | Safe | User Added |
| lmao slow new day for madonna fans huh? collaborating with Siri? haha that sounds retarded. so she may oray not use a sound sample. | Mixed | Abusive | User Added |
| lmao little does this bitch know...☺️😴 | Mixed | Abusive | User Added |
| lmao RT @latry: Nigga ran a Ponzi scheme on them hoes. http://t.co/s7aOY8AdsI | Mixed | Abusive | User Added |
| lmao RT @TheBSharp: "I'm 25 years old, I'm tryna have some fun!" = "I'm a hoe" | Mixed | Abusive | User Added |
| lmao RT @SirRocObama: Tu Madre RT @WaymoTheGod: nacho doritos trash | 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