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 @xDSmooth: @1BookieG remember that one bitch ass you ate out last week | Mixed | Abusive | User Added |
| RT @xDSmooth: #shoutout to that niggah @1BookieG Go follow | Mixed | Abusive | User Added |
| RT @xCaramel_Jonesx: Don't be 32 on here and saying "all my friends and everyone I know has a baby". Well bitch. Life. | Mixed | Abusive | User Added |
| RT @xBrandi_: Only real bitches suck dick | Mixed | Abusive | User Added |
| RT @x2Pac_ThuGLorD: Whatever. No matter how many times kids fuck me over I will never become I pussy. I promise you that. | Mixed | Abusive | User Added |
| RT @wwwobert_: New avi thanks to b Oreo | Mixed | Safe | User Added |
| RT @wvjoe911: Gov Rick Scott Refuses To Debate Charlie Crist Because Of A Small Fan http://t.co/hKMfPnRukU | Mixed | Safe | User Added |
| RT @wtfuxupjessie: A hoe is cool with being unclaimed and kept on the low so that people don't call her what she is. A hoe. | Mixed | Abusive | User Added |
| RT @wtfdawkins: Let's go Yankees | Mixed | Safe | User Added |
| RT @wrongwaybennett: Only Southerners know the difference between redneck and white trash. | Mixed | Abusive | User Added |
| RT @wrongmusicvine: #MusicThatDoesntMatch These hoes aint loyal! http://t.co/prXCfleT2W | Mixed | Abusive | User Added |
| RT @worst_B_ehavior: If you don't give your bf head you're a lame bitch and he's probably cheating on you with a bitch the suck his shit dr… | 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