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 |
|---|---|---|---|
| I hate bitches that wear those fake ass ray bans, they're only $100 stop being cheap. | Mixed | Abusive | User Added |
| I hate bitches that have attitudes all the time | Mixed | Abusive | User Added |
| I hate bitches that fish for compliments | Mixed | Abusive | User Added |
| I hate bitches but ugly and//or fat bitches are the worst | Mixed | Abusive | User Added |
| I hate bitch made niggas that think as soon as they get some pussy theyre bad ass. Youre 18 as a junior and you bang freshman. #bitchnigga | Mixed | Abusive | User Added |
| I hate being profiled. I'm not "country", I'm not a "hick". I'm Eric Dean Vestal, and I'm doing what makes me happy, not anything else.👌👋 | Mixed | Safe | User Added |
| I hate baldheadass bitches 😑 https://t.co/rs9jj9PSc3 | Mixed | Abusive | User Added |
| I hate all these industry fags. I hope they all get the Nigerian Summer Flu | Mixed | Hate Speech | User Added |
| I hate a wishy washy bitch | Mixed | Abusive | User Added |
| I hate a trash bad bitch | Mixed | Abusive | User Added |
| I hate a stuck up bitch. Likeeee stfu. You ain't shit special. | Mixed | Abusive | User Added |
| I hate a ol fat disgusting Walmart working ass 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