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 @SarahR_82: I had these cute little pet names for my ex, like ass monkey, douchetard & butterball. I just dont know where that re ... | Mixed | Abusive | User Added |
| RT @SarahMcintiree: A sideline bitch will tell you everything you need to hear if you just listen. She ultimately wants your man she dgaf a… | Mixed | Abusive | User Added |
| RT @SaraWright89: Freeze bitch i'm gonna steal your heart http://t.co/N0QkB1QO7h | Mixed | Abusive | User Added |
| RT @SaraLuvvXXX: Today @GlennAlfonso did my hair and makeup.. He always tries to make me look like a monkey. http://t.co/tym2JD7h3Z | Mixed | Safe | User Added |
| RT @SantosVictorero: RT @peddoc63 Lib Hypocrisy alert🚨 bans "bossy" but "bitch" is okay! @AmyMek @michellemalkin @jjauthor #tcot http://t.c… | Mixed | Abusive | User Added |
| RT @SammyLightning_: Silencer up on that .30 that bitch don't make a sound | Mixed | Abusive | User Added |
| RT @SammyLightning_: Screw these hoes http://t.co/HBbEX5cIEB | Mixed | Abusive | User Added |
| RT @SammyLightning_: Phil Simms is a pussy @TNasty4Teen | Mixed | Abusive | User Added |
| RT @SammyLightning_: Any girl that talk about sex on social media is a hoe | Mixed | Abusive | User Added |
| RT @SammyLightning_: @TNasty4Teen we find turtle; we find the hoes! | Mixed | Abusive | User Added |
| RT @Sam_James3: @will123_william @haydenhill13 @aknadnrye @khalilreed I don't care tho cracker | Mixed | Hate Speech | User Added |
| RT @SaluteMiSWAG: nice body parts on ugly bitches is the worst. | 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