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 @TheBOMBshellll: Too many faithful girls are single, and too many hoes are taken.🙅 | Mixed | Abusive | User Added |
| RT @TheBOMBshellll: @vivalaleexx you a bitch! | Mixed | Abusive | User Added |
| RT @TheAtlantic: Meanwhile, in Canada: A monkey in a winter coat escapes in an IKEA http://t.co/Q9YUYVEl via @TheAtlanticWire | Mixed | Safe | User Added |
| RT @TheAsaCrawford: You shoulda learned how to bake, cuz bitches love cake | Mixed | Abusive | User Added |
| RT @TheAlexP: Yelled out "come on bitch!" At myself, by myself, lifting weights as motivation...thanks guys, you always have my back. | Mixed | Abusive | User Added |
| RT @TheAfricanSiren: Automatically suspicious of white folk who try too hard to show they like us darkies. | Mixed | Hate Speech | User Added |
| RT @ThatsSoRyannn: “@zzachbarness: "IBS" irritable bitch syndrome.” I have this | Mixed | Abusive | User Added |
| RT @ThatsJuuja: These bitches be pretty & stupid | Mixed | Abusive | User Added |
| RT @ThatsFoodPorn: Oreo Donut http://t.co/obytemi3Ed | Mixed | Safe | User Added |
| RT @ThatsComplex: Hate shit like this bitch can't make a decent meal but can take a hell of a thirst trap http://t.co/uHaON0TJDw” | Mixed | Abusive | User Added |
| RT @Thatindianbruh: There’s a bitch on twitter with 50k followers but she drive this. http://t.co/m4AKVZ4JgD | Mixed | Abusive | User Added |
| RT @Thatindianbruh: Rise of the planet of the apes doin a musical??? http://t.co/9ZxzlHti2M | 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