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 |
|---|---|---|---|
| 😂😂😂😂😂😂😂"@betysweetcocker: That pussy is just....😱 imma assume she just had a baby like..the day before" | Mixed | Abusive | User Added |
| 😂😂😂😂😂😂 RT @KarltonHinez: @ItsNotHarold smh bitch sellin her ass | Mixed | Abusive | User Added |
| 😂😂😂😂😂 brittany bitch u my dog man 😂😂😂✌️✌️😩😩😩😩😩😩😹😹🙈🙈🙈🙈 | Mixed | Abusive | User Added |
| 😂😂😂😂 these folks so bad. I'm just here to talk trash. | Mixed | Abusive | User Added |
| 😂😂😂😂 bitch if you're the hobbit you need to let me know right now 😂😂😂😂👏👏👏 | Mixed | Abusive | User Added |
| 😂😂😂😂 RT @SMASHaVelli: Murda out here sucking bitches 😂😂😂😂 #howDhow? | Mixed | Abusive | User Added |
| 😂😂😂😂 RT @MREEUH: when you're trying to relax but your pussy is shooting out light beams http://t.co/5eHbmr8TKo | Mixed | Abusive | User Added |
| 😂😂😂😂 I hate you! RT @YumiYoko: Cyrus ho is a rookie slut. getting the cash after the date? nope nope nope. | Mixed | Abusive | User Added |
| 😂😂😂😂 @shoota1017 bitch was mad af https://t.co/9C4i4W7Q7D | Mixed | Abusive | User Added |
| 😂😂😂😂 💀💀 “@LisforLex: No bitch go away ✋"@subnorbot1: @Tats_NSnapbacks @LisforLex @LisforLex tu puta madre @carlosnoodles"” | Mixed | Abusive | User Added |
| 😂😂😂 played that nigga smh “@sexualgifss: bitches are so shady... oh my god 😂😂 http://t.co/1VhC9LqsKg” | Mixed | Abusive | User Added |
| 😂😂😂 nah if you round me you do Molly “@CallNeeshCakey: Only bitches with no nigga do Mollies...” | 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