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
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| RT @alec_tiano: @Vinnyrants Happy birthday fag boy | Mixed | Abusive | User Added |
| RT @alec_myers12: All I want for valentines day is a big booty hoe. | Mixed | Abusive | User Added |
| RT @albertogomez51: “@nomaambundy92: I'm not the type of guy to bitch about how hot it is but it's about to be 11 and I'm still sweating” q… | Mixed | Abusive | User Added |
| RT @ajjacobs: Just learned that there was a 1932 Japanese political plot to assassinate Charlie Chaplin. #PleaseOptionThisTweetNow #Back ... | Mixed | Safe | User Added |
| RT @ajbk4life1: how do people not realize the jig ? | Mixed | Safe | User Added |
| RT @ajade___: everybody tryna fuck the next nigga bitch not knowin that his bitch is the next nigga bitch 🙊😶 | Mixed | Hate Speech | User Added |
| RT @aivayePVUcheer: I can't stand a "fuck these niggas" ass bitch.. | Mixed | Abusive | User Added |
| RT @airam12_: “@T_ReV_13: Some of you bitches are DUMBBBB” they are everywhere trev. 😒 | Mixed | Abusive | User Added |
| RT @ahmiryoung Lakers on....I thought trash day was Monday | Mixed | Safe | User Added |
| RT @ahmadblack35: Can someone find the Georgia fan who talked trash to me and told me he hope we don't end up like Tennessee? Tell him I'm … | Mixed | Safe | User Added |
| RT @ahh_nicolee: these hoes ain't loyal | Mixed | Abusive | User Added |
| RT @agrovelax26: I don't care what any of you bitches say, Kesha is awesome ❤👌 | 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