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 |
|---|---|---|---|
| RT @WORIDSTARHlPHOP: this kid definitely got the pussy after that game https://t.co/lVXbXMgStD | Mixed | Abusive | User Added |
| RT @WORIDSTARHlPHOP: every time bobby bitch comes on http://t.co/h7b0pL8T2h | Mixed | Abusive | User Added |
| RT @WORIDSTARHlPHOP: bruh he threw that bitch https://t.co/rIsBmdzY26 | Mixed | Abusive | User Added |
| RT @WORIDSTARHlPHOP: When your phone goes off in class and the teacher says "turn that trash off" but its a song from your mixtape https://… | Mixed | Safe | User Added |
| RT @WORIDSTARHlPHOP: When you and your boys discover a hoe http://t.co/pupaplqNhk | Mixed | Abusive | User Added |
| RT @WORIDSTARHlPHOP: When a bad bitch asks you to come over http://t.co/f6eXLRZ8Vd | Mixed | Abusive | User Added |
| RT @WORIDSTARHlPHOP: This talking eggplant skurred af https://t.co/KDwoApyvD0 | Mixed | Safe | User Added |
| RT @WORIDSTARHlPHOP: These bitches putting their soul in this routine 😂😂😂 http://t.co/xPjZIvNGAo | Mixed | Abusive | User Added |
| RT @WORIDSTARHlPHOP: If a Nigga try to slide in my bitch DMs.. http://t.co/Mr2FjYUgTn | Mixed | Abusive | User Added |
| RT @WHOISRAYMOND: When you give all ya hoes up for that one girl and it don't work out http://t.co/DCDPkR2yjc | Mixed | Abusive | User Added |
| RT @WFUncleEllis: My bitch sad lookin like a lack of funny | Mixed | Abusive | User Added |
| RT @WFANTrades: Don't know how you Yankees fans listen to Kay every night. Absolutely brutal. Just nonsensical blah blah blah blah. Radio n… | 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