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 @EvilMikeTomlin: Came to training camp today to find Charlie Batch asleep on the curb... | Mixed | Safe | User Added |
| RT @EvilJeanyis: TheWhite Coward is pussy | Mixed | Abusive | User Added |
| RT @EverybodyHatesX: He's trash RT @Yerrp08: Too early to call Austin Rivers a draft bust ? | Mixed | Safe | User Added |
| RT @EvanBecker513: @whattheflocka omg you're a nigger. | Mixed | Abusive | User Added |
| RT @EvanBecker513: @whattheflocka @zooyorkinit bitch. We could have went to als. But NOOOOOOOO. 😡😡🍩🍩🍩🍩🍩🍩🍩🍩🍩🍩🍩🍩🍩🍩🍩🍩🐵 | Mixed | Abusive | User Added |
| RT @EvanBecker513: "@LifeAsStoner: Just hit it pussy http://t.co/3tZ7DyATFu" @whattheflocka | Mixed | Abusive | User Added |
| RT @Estellleeee: Lol bitches act hard when they stay getting they ass beat 😂😭😂 | Mixed | Abusive | User Added |
| RT @EskimoKim_: @WeCameAsJanie I really hate skyler like she's loaning money and it's not even hers like bitch wtf | Mixed | Abusive | User Added |
| RT @ErybdyHatesRiss: But I've made some hoes second guess themselves lol | Mixed | Abusive | User Added |
| RT @Erv_Montana: In the 2-6 bitch we prolly hit the same bitch, in the 2-6 bitch we gone bang the same shit, in the 2-6 bitch we prollu hit… | Mixed | Abusive | User Added |
| RT @Erv_Gulfwings14: I think Zlatan even has Class in the way he talks trash | Mixed | Safe | User Added |
| RT @Erudite1914: Juice should have been dead his bitch ass! #SonsOfAnarchy | 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