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 |
|---|---|---|---|
| “@IG4hunnit: Yeah you played me, Yeah you got what you wanted. But jokes on you, You about to be a daddy bitch. http://t.co/zCVdyVhvc7”bruh😭 | Mixed | Abusive | User Added |
| “@ICEom @SupurMario27 coolin my nig ( @1TIMMYTEE voice)” uhhee ( @ICEom laugh) | Mixed | Abusive | User Added |
| “@IAm_Cream: 😂RT @DontGetGrandHoe: When y'all hoes going to learn how to spell” 🙌🙌 | Mixed | Abusive | User Added |
| “@IAmClatonBigsby: Bout to ride my horse, to come fuck yo bitch.”Ooh @ em tho | Mixed | Abusive | User Added |
| “@HumbleTeej: @elisabethepps where am I on this rating scale???” Depends. You still wearing them colored contacts or naw? | Mixed | Safe | User Added |
| “@HughSpliffner: J Cole is trash. I've been saying this for years. Fuck him” Lol. | Mixed | Abusive | User Added |
| “@Highfromthe90s: A lot of women who claim they are yellow are actually red, color blind mother fuckas” I'm yellow tho 💁🌝 | Mixed | Abusive | User Added |
| “@HighClassCapri: Ima show my ass tonight, I can feel it 🙊”omgggg I was thinking the same shit bitch😩😩 | Mixed | Abusive | User Added |
| “@HighClassCapri: @what_evaittakes woke up and bitches was not here lol”I wasn't angry wit my hoes😂 | Mixed | Abusive | User Added |
| “@HighClassCapri: @what_evaittakes ohhhhh yes bitch yesss”u ready T?😏😈 | Mixed | Abusive | User Added |
| “@HighClassCapri: @what_evaittakes no bitch hurry up lol”im so hungry I can't focus😩 | Mixed | Abusive | User Added |
| “@HighClassCapri: @what_evaittakes lmao definitely not 🍆”😩😩😩 I was bout to say don't front bitch that shit a freeway | 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