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 @LittleMissAriee: after bitches get da dick they be dickmatized! | Mixed | Abusive | User Added |
| RT @LittleKeee_: why do bitches hate on another bitch relationship 💁 | Mixed | Abusive | User Added |
| RT @LissetElisa: Juan likes black girls monday - wednesday, spanish girls thursday & friday, & white bitches on the weekend tbb | Mixed | Abusive | User Added |
| RT @Lipstickjovie_: “@BeyonceHair: That bitch cut me off.” Lmfaooooooooooo | Mixed | Abusive | User Added |
| RT @LipstickYoda: Call my son "nigger": even respectable white ppl will be uncomfortable w/ you. Call him "thug":you probably can get off w… | Mixed | Abusive | User Added |
| RT @Lipe_the_Great: That fucking San Francisco game man. Wish that trash ass garbage team never "won." I pray that they meet in the fucking… | Mixed | Abusive | User Added |
| RT @Lipe_the_Great: Is everyone on the redskins lathered in oil? What the fuck? | Mixed | Abusive | User Added |
| RT @Lipe_the_Great: Holy fucking shit. Why is a game against a third string qb redskins team so gut wrenching | Mixed | Abusive | User Added |
| RT @Lipe_the_Great: Had to charge my ipod. Fuck the redskins. | Mixed | Abusive | User Added |
| RT @Lion_Heart__: “@FinallyGotANude: "hippie dressed Tumblr bitches Smoke a blunt and all of a sudden they're the most abstract thinkers of… | Mixed | Abusive | User Added |
| RT @LinnyKravtiz: The Mona Lisa could've been a bad bitch http://t.co/dj3oDVDAP0 | Mixed | Abusive | User Added |
| RT @LilyBean1313: And I thought I had a problem! #Oreos http://t.co/jfrBKzE1T5 | 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