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 @Manstagram_: When your trying to resist the urge to smack a bitch http://t.co/8eQ3xB8Cjb | Mixed | Abusive | User Added |
| RT @Manstagram_: When I make the paper ball into the trash can http://t.co/m90W9N1zbT | Mixed | Safe | User Added |
| RT @Manstagram_: This bitch went full on retard http://t.co/nXj4QqGMx2 | Mixed | Abusive | User Added |
| RT @Manny_bermudez2: Back in this bitch | Mixed | Abusive | User Added |
| RT @MannyCovarrubia: It ain't nothing to cut that bitch off✂️ | Mixed | Abusive | User Added |
| RT @ManiChakr: @ArvindKejriwal itni bahaduri!!! interviews mein to hamesha marne ko tayyar rehte ho, got scared of crackers? LOL http://t.c… | Mixed | Safe | User Added |
| RT @MandylouGraham: We put a redneck in the White House it's gonna be the camo house. @Moccasin_Creek 😉😂 | Mixed | Abusive | User Added |
| RT @MandyMarin: Welcome to Good Burger, home of the Good Burger, can I fuck your bitch? | Mixed | Abusive | User Added |
| RT @Mana_Bananas: Lol my wall of trust is so thick now. If I'm the biggest bitch you've ever met. You'll know why ;* | Mixed | Abusive | User Added |
| RT @MalloryYnfante: All I see over Instagram "Alice Texas hoes". That's so low... Even for Alice. | Mixed | Abusive | User Added |
| RT @Males_Thoughts: No bitch ass chick flick will ever be as sad as this movie http://t.co/o0sk0SM40f | Mixed | Abusive | User Added |
| RT @Makeit_aMiller: @Mike_Stud @HoodieAllen hoodie is a little bitch, when was the last time you heard about hoodies "team" mike put all hi… | 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