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 |
|---|---|---|---|
| Good thing my brother loves me more than all you bitches thoo. He woke his ass up after working all night to drive me to school. Thats love. | Mixed | Abusive | User Added |
| Good thing about you hoes, u aint hoes forever. ur expiration date will come to | Mixed | Abusive | User Added |
| Good they trash RT @jerseyzbest74: Niggas ate most of my chips ahoy cookies and the cookies havent been in the house 20 hours yet | Mixed | Abusive | User Added |
| Good pussy change ya life! 😂😭 | Mixed | Abusive | User Added |
| Good pick birds | Mixed | Safe | User Added |
| Good ol' Charlie. #wwc http://t.co/U3kkrlwOqk | Mixed | Safe | User Added |
| Good morning, you hoe ass niggas. *Pimp C voice* | Mixed | Abusive | User Added |
| Good morning ig .... Giving u white trash body 💀💀💀 #turntup #webad #wepretty #gayvegas… http://t.co/w9QI4bIlKT | Mixed | Abusive | User Added |
| Good morning coons. | Mixed | Hate Speech | User Added |
| Good morning Twitter. Make today a positive one. If you can't do that, beat up as many meanie-faces as possible. Also, I hate flappy bird. | Mixed | Safe | User Added |
| Good morning Monday I have my truck money full tank and I didn't do any homework. Your my bitch Monday | Mixed | Abusive | User Added |
| Good morning Charlie @Charlie4927 @jrstws @qnoftherealm @SavvyHuman @scdorn @yrwol7 @PlainUnamerican @ErickInNC @PuterPrsn @tomwfry | Mixed | Safe | 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