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 |
|---|---|---|---|
| @_CaliStrong - lol just think about it, there is a right way & a wrong way to love someone. a hoe may just love you for what you got. | Mixed | Abusive | User Added |
| @_CaliStrong - lol it's possible that a hoe can treat you the right way but will she love you the right way? No. A hoe will be a hoe. | Mixed | Abusive | User Added |
| @_C_Parris69_ your picture makes you look like a serious fag. #justsayin lol | Mixed | Hate Speech | User Added |
| @_BrwnSkinBeaute ahh I'm too much of a bitch to live off campus. I get lazy and wouldn't want to drive home :) | Mixed | Abusive | User Added |
| @_BradleyC skate 2 trash :(:( skate 3 had goat DLC | Mixed | Safe | User Added |
| @_BeverlyNoHills you so fucking nasty. You got held to the wrong pussy. I'm telling , you bet not ever kiss me again!! I'm breaking up w| u! | Mixed | Abusive | User Added |
| @_BeverlyNoHills bitch... So they can't hold a real nigga down fa long.. 😢😢😢 bruh ask mama to pay this ticket fa me!!!!! | Mixed | Abusive | User Added |
| @_BeautifulKeezy yess bitch. Messyyy | Mixed | Abusive | User Added |
| @_BeautifulKeezy lmfao bitch was I talking to you 😂😂 | Mixed | Abusive | User Added |
| @_BeautifulKeezy bitch Wea you going. | Mixed | Abusive | User Added |
| @_BeautifulKeezy bitch I died when I read that. | Mixed | Abusive | User Added |
| @_BeautifulKeezy @darwinjames125 point A ppint an bitch 😂😂😂💀 | 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