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
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| RT @milesfan79: #fridayfaves RT @OneBillionBucks This bitch is dressed for church, the club, the gym, and to slay vampires 😂 http://t.co/l7… | Mixed | Abusive | User Added |
| RT @mikie360: It's paid for, only 30K miles, and the bitches ALWAYS have my money. 💵💵👭😳 http://t.co/7pqS8A2zLT | Mixed | Abusive | User Added |
| RT @mikeimbriano: @briiixo Donnas taxes are gonna go up.#moulinyan#lol. | Mixed | Safe | User Added |
| RT @mikcakers: But then again i aint never worried bout no bitch nor nigga !! | Mixed | Abusive | User Added |
| RT @miilkkk: bitches came over, yeah we threw a party http://t.co/t0wnbyvLrZ | Mixed | Abusive | User Added |
| RT @miilkkk: When Lil Wayne said 'why give a bitch ya heart when she rather have a purse' http://t.co/BPbIbKat3x | Mixed | Abusive | User Added |
| RT @miilkkk: Cuz bitches love pizza http://t.co/0TkuM7Lh1F | Mixed | Abusive | User Added |
| RT @miilkkk: All these forms and bitch you still don't get what I'm saiyan http://t.co/FgwRoG4TPu | Mixed | Abusive | User Added |
| RT @michellemalkin: Mass. GOP Gov.-elect Charlie Baker: No driver's licenses for illegal aliens ==> http://t.co/3vkLYmJWjS #NoAmnesty | Mixed | Safe | User Added |
| RT @michellemalkin: In which I refresh dhimmi Seattle mayor Ed Murray's poor memory of city's long history as a jihadi breeding ground==> h… | Mixed | Safe | User Added |
| RT @michellemalkin: Good morning to you, too, sunshine! RT @miembrotropa: @michellemalkin dirty bitch | Mixed | Abusive | User Added |
| RT @michelle_westt: Y'all have six different personalities and 3 different bitches you spit game to and lie 24/7 but WE need to grow up? Lm… | 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