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 |
|---|---|---|---|
| #MentionADislike hoes thinkin they bad even if they are I will tell her "bitch calm down u average" | Mixed | Abusive | User Added |
| #Lingo so A1 niccas be Tryn talk like me | Mixed | Abusive | User Added |
| #KanyeShrug lol “@ShainaRakia: Thots be like 👉 RT @SMCo71: @ShainaRakia only great thing these bitches can offer 😂😂😂” | Mixed | Abusive | User Added |
| #JesusChrist was STRAIGHT> That's why the #faggots killed him. #PERIOD #SonOfGod> | Mixed | Hate Speech | User Added |
| #Iraq gov troops were handed a severe defeat by #ISIS at Saqlawiya -- there's chatter of over 300 soldiers lost & Jihadis raving about it | Mixed | Safe | User Added |
| #Iowa is full of white trash | Mixed | Hate Speech | User Added |
| #IndigenousPeoplesDay HAHA!!! You fuckin' retarded commies!!!!! Hunter Biden loves snortin' that PYGMIE FAIRY DUST don't he? #liberals | Mixed | Abusive | User Added |
| #IndigenousPeoplesDay .........right. Because these #redskins had a lot of #queens, right? nomg. #sofunny | Mixed | Safe | User Added |
| #InMiddleSchool i was fat as hell and was a band faggot. Thank god i played sports after 6th grade and didnt stay in band | Mixed | Abusive | User Added |
| #IfWeDate i eat da pussy better than a lesbian. | Mixed | Abusive | User Added |
| #IfThePurgeWasReal I'd be the best prostitute and madam EVER. Hey, if you got pussy, you shouldn't be broke, right? LMAO JK | Mixed | Abusive | User Added |
| #IU should make me an honorary student, id be way cooler than the other international students. i have my own football card! #hoosiers | Mixed | Safe | 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