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 @This_Sarcasm_: my tweet wasn't really about you. but if the shoe fits, then lace that bitch up and wear it. | Mixed | Abusive | User Added |
| RT @Thirst22: Hoes love justifying other hoes actions. That's how you easily know who be hoeing. | Mixed | Abusive | User Added |
| RT @ThinknMoney_365: @Wendys , @TacoBell , & @McDonalds yall bitches needa start delivering !! | Mixed | Abusive | User Added |
| RT @ThinkingOfJacob: So I took a 1000 pictures with him and he ate all the brownies I made but he's the new homie @macdemy http://t.co/cZeO… | Mixed | Safe | User Added |
| RT @ThinkLikeRandy: When you've got 5 or 6 hoes every one of them sees her man as god.That's why you don't have sex with them very often. -… | Mixed | Abusive | User Added |
| RT @Things4WhitePpl: Being pussy-whipped http://t.co/55BxG7PBNG | Mixed | Abusive | User Added |
| RT @Therealalonig: $10,000 dinner dates with yo man bitch. #pow @karrueche http://t.co/LOP1LY4HvS | Mixed | Abusive | User Added |
| RT @Theprinceofnj: “@SMCo71: " if you aint bout that Murder Game pussy nigga shut up "”252 GANG 😂😂😂😂😂 | Mixed | Hate Speech | User Added |
| RT @TheoMaxximus: I can post a picture of chrus at like 5 in the morning and the little nigga will favorite and retweet that hoe | Mixed | Abusive | User Added |
| RT @TheeeSickestKid: Yo bag Gucci but you still ugly hoe shut up | Mixed | Abusive | User Added |
| RT @Thee_MrWest: This bitch at work gone make me slap her head off her fuckin neck | Mixed | Abusive | User Added |
| RT @TheeRealGemini: Listen here “@verbally_abrupt: Bitches cheat on they bitch... But be SOOOOOO HURT when they bitch cheat back.” | 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