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 |
|---|---|---|---|
| @_michellecole_ nice hoodie faggot | Mixed | Abusive | User Added |
| @_lynnogawa @ that bitch | Mixed | Abusive | User Added |
| @_lostb0y no bitch w my dick | Mixed | Abusive | User Added |
| @_lostb0y do you, bitch boy? | Mixed | Abusive | User Added |
| @_lostb0y I meant bitch I am scum | Mixed | Abusive | User Added |
| @_littlepuffin hoe * | Mixed | Abusive | User Added |
| @_littlepuffin I just saw a bad bitch on here from mf Switzerland and feel in love | Mixed | Abusive | User Added |
| @_lexisperez he ate my pussy i could.. | Mixed | Abusive | User Added |
| @_justlexis lol whatever. We're fags. | Mixed | Abusive | User Added |
| @_jeff_hank @lgreiner3 @RayceWarden @BigJohn_Studd shut up nigger | Mixed | Hate Speech | User Added |
| @_illionaire he been taking them hoe lol | Mixed | Abusive | User Added |
| @_icantmiss send that hoe 😂😂 | 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