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 @BittyTang: “@Weed_Cloudz: Us calling females hoes for dressing as bunnies and cats for Halloween didn't discourage them one bit...lol”G… | Mixed | Abusive | User Added |
| RT @BitesBlog: Pat Martin Is Gonna Show Some Yankees a Thing or Two at the James Beard House Tonight http://t.co/crWY99X7EQ | Mixed | Safe | User Added |
| RT @BitchieDior: A street nigga don't love nobody if you ain't his day one (bitch, nigga) | Mixed | Abusive | User Added |
| RT @Bitches_LuvCake: Real niggas let a real bitch cum first 😏👅💦💦 | Mixed | Abusive | User Added |
| RT @BitchNiggaAlexx: Girls be 6'0 talking about "catching feelings" bitch you need to catch this TD pass I'm about to throw you smh | Mixed | Abusive | User Added |
| RT @BitchNiggaAlexx: Bitches be talking about they ride or die with every nigga they talk to. bitch you done died like 8 times already | Mixed | Abusive | User Added |
| RT @BitchNiggaAlexx: "Go talk to your other hoes" http://t.co/daithpoTw5 | Mixed | Abusive | User Added |
| RT @BitchKittyV: I'm sorry but some people's names are just fuckin stupid Some parents should get a flyin bitch slap for naming kids like … | Mixed | Abusive | User Added |
| RT @BitchImaSavage_: Real niggas move in silence bitch niggas make a scene cuz they not really wit the violence | Mixed | Abusive | User Added |
| RT @BitchBeEasy_: niggas w bitch tendencies< | Mixed | Abusive | User Added |
| RT @BirdGang316: If you a bird throw it up #birdgang #EaglesNation | Mixed | Safe | User Added |
| RT @Bill_Nye_Tho__: according to this data you a bitch ass nigga | 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