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 |
|---|---|---|---|
| @OVOmar23 thanks for the invite tho bitch | Mixed | Abusive | User Added |
| @OUBad just know a countryass old bitch in Tn. has ur back! | Mixed | Abusive | User Added |
| @OTG_Kapo thats what i call it too !! Lol its beyond ghetto smh but man u needa quit playin and come back | Mixed | Abusive | User Added |
| @OMGitsKariC ima call his retarded ass | Mixed | Abusive | User Added |
| @OMG_itsBrooke hey hoe | Mixed | Abusive | User Added |
| @OMFGITSOSCAR basic trash | Mixed | Safe | User Added |
| @OLE_VertyBstard let a honky know man lol | Mixed | Abusive | User Added |
| @OLE_VertyBstard Yankee noodle is fucking awesome ya bastard. | Mixed | Abusive | User Added |
| @OLE_VertyBstard @thereal_EMandM @Holt3 lay in it brother I'm a honky | Mixed | Abusive | User Added |
| @OG_HARM @moetzart @duckydynamo look at this nigger ass nigger shit right here | Mixed | Hate Speech | User Added |
| @OG_Dakota lemme just throw a 302 in it, how's the tranny?? | Mixed | Safe | User Added |
| @ODDBEAST bitch get yo duck ass off my shit | 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