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 @schooIgirI: I say nigger with love | Mixed | Abusive | User Added |
| RT @scaffoldjocky: I'll never smoke weed with Willy again. He invited that hick, Toby Keith, and I fucking hate that mongoloid! | Mixed | Abusive | User Added |
| RT @sblmnl_crmnl: @woods_lamar shut your nigger ass, lamar | Mixed | Hate Speech | User Added |
| RT @sbacilio1224: Neta bullshit aside I need to get me a bad bitch | Mixed | Abusive | User Added |
| RT @savingthesehoes: bitch text me goodmorning first, or something. | Mixed | Abusive | User Added |
| RT @savethesehos: Your bitch when my Skechers light up . http://t.co/vqLUSPYqmO | Mixed | Abusive | User Added |
| RT @savethesehos: If I ride up to your bitch in these then...homie consider yourself a single nigga . http://t.co/RJAiohrPhw | Mixed | Abusive | User Added |
| RT @savannacurry_: yelling my feelings about self centered not to think for themselves bitches is gr8 | Mixed | Abusive | User Added |
| RT @saucygyro: @_WhitePonyJr_ ugly bitch has blood on her hands for her whore ways | Mixed | Abusive | User Added |
| RT @sassytbh: a girl tweeted "you might be ghetto if u bring food from outside into the movies" no u might be stupid if u pay 4.99 for a b… | Mixed | Safe | User Added |
| RT @sassy_cee_: What y'all hoes up to? | Mixed | Abusive | User Added |
| RT @sarcassmlol: “jinkies i lost my glasses!” - velma in every fucking episode of scooby doo like damn bitch get contacts | 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