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 @HeMightBeJason: Someone at the building next door is taunting me by having a grill going at 8:30. I think I'd cut a bitch for a sausage… | Mixed | Abusive | User Added |
| RT @HeIsMe_IAmHim: Cause lord know if another bitch call yo nigga handsome and he entertain it ALL HELL gonna break loose... | Mixed | Abusive | User Added |
| RT @Hayyylayyy_: when I'm pissed I either go merit scholar and use big words or I go ghetto fabulous and talk like I'm trashy. either way I… | Mixed | Abusive | User Added |
| RT @HawkinsUSA: Party of Racists just elected a black dude in the South. The party of War on Women just elected first ever woman in redneck… | Mixed | Abusive | User Added |
| RT @Harryslaststand: On this #ArmisticeDay the cry "Never Again" is absent and mocks our pledge to #NeverForget the fallen from ancient an… | Mixed | Safe | User Added |
| RT @Harry_Styles: It was all yellow. http://t.co/xB4dkWuoKi | Mixed | Safe | User Added |
| RT @Harry_Styles: A bird pooped on me. | Mixed | Safe | User Added |
| RT @Harry_Styles: @kathygriffin I just found an Oreo in my pocket... Is it yours? Thanks for looking after it .xx | Mixed | Safe | User Added |
| RT @Harry_Dillema: @GJK1979 @fluutekies @moniquesparla @wltrrr Ik vraag me al maanden af hoe de NL pers zich als een stel hoeren is gaan ge… | Mixed | Safe | User Added |
| RT @Harmssy: RT @StrangeKeith: “@QuannDaDon: Word RT @TAN1AAA: Having zero hoes >>>>” | Mixed | Abusive | User Added |
| RT @HardNuckLife: Kamehamehaaaaaaa bitch. | Mixed | Abusive | User Added |
| RT @HannahPike_: I think I'm addicted to naked pictures and sit talking bout bitches that we almost had🎧 | 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