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 @Marlin_FishyAss: If yo hoe choose.. Let her choose fuck her friend or her momma | Mixed | Abusive | User Added |
| RT @Marlin_FishyAss: If I did smoke I would not be smokin hoes out... Less they gettin fucked on | Mixed | Abusive | User Added |
| RT @Marlin_FishyAss: Damn hoes askin niggas do I smoke.... No bitch u not getting smoked out tonight | Mixed | Abusive | User Added |
| RT @Marlin_FishyAss: A bitch a get chalked b4 I catch feelings | Mixed | Abusive | User Added |
| RT @MarkB_LifeStyle: They trash... RT @B_Dot_Conto: Pointless Bitches In The Club RT @RooseveltChaun: Smfh http://t.co/X4o0wmAtws | Mixed | Abusive | User Added |
| RT @MarkAdkins2: #projectdrugs&bitches | Mixed | Abusive | User Added |
| RT @MarioPalush: trying so hard to resist the urge to smack a bitch http://t.co/UkOF7K2RrH | Mixed | Abusive | User Added |
| RT @MarijuanaPosts: Ever leave me around your bitch I’mma get her stoned. | Mixed | Abusive | User Added |
| RT @Mari_813: "Bae" means "before anything else" I always thought it was a ghetto word for "babe" | Mixed | Safe | User Added |
| RT @MarcusButlerTv: When someone's phone goes off in the cinema I want to jump across the seats and fly kick dat bitch. | Mixed | Abusive | User Added |
| RT @Marckoo_yo: Youzza bitch | Mixed | Abusive | User Added |
| RT @MarcACaputo: BREAKING: Charlie Crist files emergency motion for a mulligan. | 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