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 |
|---|---|---|---|
| @TheCheekyD_ Hi :) Yeah, trolls are annoying but don't concern yourself with them. They're all twats & have no life lol. Just ignore them. x | Mixed | Abusive | User Added |
| @TheBovee CSGO bitch. | Mixed | Abusive | User Added |
| @TheBovee @Mr_Astonishing we outchea bitch | Mixed | Abusive | User Added |
| @TheBlondeBetch WHOA sorry for the spell check error, its not ho it was hey so sorry | Mixed | Safe | User Added |
| @TheBlackTicTac Call me bitch again and see if I don't slap the sexy out of your mom and have Justin Timberlake bring it back. | Mixed | Abusive | User Added |
| @TheBikeman99 My father was born in Nanticoke and attended Lehigh. I'm a CT Yankee, but love the Pennsylvania Dutch cooking :-) | Mixed | Safe | User Added |
| @TheAngryAfrican @Kiyxni i don't think he can beat Mayweather but he's far from trash. Unlike Floyd he actually put Maidana down. | Mixed | Safe | User Added |
| @The1DScoop Im omy to the movie right now and I'm literally gonna slap a bitch if they scream or some shit. | Mixed | Abusive | User Added |
| @ThatniggaTroy need to get outta that bitch, meridian all bad now but as long as you getting that paper you good. | Mixed | Abusive | User Added |
| @ThatTallCashier lol youre retarded 😂 | Mixed | Abusive | User Added |
| @ThatSlutAdrian bring bitches | Mixed | Abusive | User Added |
| @ThatSlutAdrian bitch those are the same options | 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