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 |
|---|---|---|---|
| Ion know why this bitch insists on telling me where she be going now. Idgaf about chu bitch like damn. | Mixed | Abusive | User Added |
| Ion kno what im doing tonite....i jus kno its gon end wit me dick first in some pussy.... | Mixed | Abusive | User Added |
| Ion kno wat kinda spring clothes imma get my yung nicca dis year we ain't doin da polo dis year gotta offset em wit sumthin else | Mixed | Safe | User Added |
| Ion got no type...... Bad bitches is the only thing that I like | Mixed | Abusive | User Added |
| Ion give a fuck ion give a fuck ion ion ion give a fuck bitch I don't give a fuck about you or anything that you do | Mixed | Abusive | User Added |
| Ion fight but it aint no pussy in my heart nigga ion fear nobody but god loose win or draw | Mixed | Abusive | User Added |
| Ion even wanna see this bitch . 😒 talking bout ill make you breakfast | Mixed | Abusive | User Added |
| Ion care fuck that hoe ✌️ | Mixed | Hate Speech | User Added |
| International police operation disrupts Shylock banking Trojan - Computerworld: The GuardianInternational poli... http://t.co/zIBNJMIILJ | Mixed | Safe | User Added |
| International police operation disrupts Shylock banking Trojan - Computerworld: The GuardianInternational poli... http://t.co/KhSV319gh9 | Mixed | Safe | User Added |
| International law enforcement operation disrupts Shylock banking malware - PCWorld: International law enforcem... http://t.co/XiZRs7ATWL | Mixed | Safe | User Added |
| International law enforcement operation disrupts Shylock banking malware - PCWorld: International law enforcem... http://t.co/XEzf7Cj5qT | 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