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 @Kriegsson: On Nigger Day we honor nigger traditions by not working. | Mixed | Hate Speech | User Added |
| RT @KreoleKilla: Fighting over a hoe is one of the lamest things you can do | Mixed | Abusive | User Added |
| RT @KoolQueef: I gave up calling my wife a nigger during sex for lent. | Mixed | Abusive | User Added |
| RT @KoolQueef: I color my entire arm black with a sharpie and fist my wife's asshole just so she knows what a nigger dick feels like. | Mixed | Hate Speech | User Added |
| RT @KoolAssK: U want a nigga to just spend all his hard earned money on u? hoe go strip that solves that problem lol | Mixed | Abusive | User Added |
| RT @KoolAssK: Niggas be trippin about they shoes in clubs tf u wear them hoes for nigga all my shoes club shoes ! | Mixed | Abusive | User Added |
| RT @Kontra402: Lmao damn this bitch so trash RT @JazmineJanay_: Lmao http://t.co/pfSnLm07IL | Mixed | Abusive | User Added |
| RT @KnickRumors: Mets superstar pitcher @MattHarvey33 is at the Yankees game wearing a Knicks hat #KnicksTape http://t.co/g5fqGTE2s0 | Mixed | Safe | User Added |
| RT @Knae__: .I'm a 💪 lil bitch | Mixed | Abusive | User Added |
| RT @KlTTYKlLLA: “@IsThatJamesBond: "@BluntsNextDoor: Good pussy have a Nigga like http://t.co/Uy6r3zXXNM" funniest thing I've ever seen on … | Mixed | Abusive | User Added |
| RT @KlTTYGIRL: im shitty but i promise u im better than that bitch | Mixed | Abusive | User Added |
| RT @Kittykins_x: Tacos over hoes. | 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