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 @Arbogucci: Brandon Phelps a hoe ass nigga And wen I see him I'ma smack him like da lil bitch he is #300 | Mixed | Hate Speech | User Added |
| RT @AprilStearns: RT @GN192 Far right hero and all-around RWNJ D'Souza took to twitter on Thanksgiving to mock Trayvon Martin, a murdered k… | Mixed | Safe | User Added |
| RT @AnunnakiGod: bitch what ocean is this?? http://t.co/YLkR2GeJ1Z | Mixed | Abusive | User Added |
| RT @AntzInHerPantz: This what y'all hoes want? 😐😐😐😐😐 https://t.co/tAGjue7mr7 | Mixed | Abusive | User Added |
| RT @Antonio10_C: Yo mother(dedication hoe) - rich homie Tono feat. Childish Miguelito & young patty.....coming soon #sorry4thewait | Mixed | Abusive | User Added |
| RT @AntiJokeJamal: If you honk your horn .4 seconds after the light turns green, I will shut off my car, lay on the hood, and feed birds fo… | Mixed | Safe | User Added |
| RT @AntiJokeJamal: A dick has a sad life: His hair is a mess, his family is nuts, his neighbor's an asshole, his best friend's a pussy & ... | Mixed | Abusive | User Added |
| RT @AntiCHILL: Just had a convo wit my ex n she reminded me y she is my ex smh idk y i even answerd for this bitch | Mixed | Abusive | User Added |
| RT @AnthonyBialy: Well, Maryland is just a bunch of hateful rednecks, anyway. | Mixed | Hate Speech | User Added |
| RT @AnthonyBialy: .@SenatorReid I'm sure this tweet will protect you from karmic payback, bitch. | Mixed | Abusive | User Added |
| RT @AntBreezyOBB: Theses niggas hoes and these bitches greedy | Mixed | Abusive | User Added |
| RT @Anotherpotheadd: Read my lips bitch, what? My mouth isnt workin? | 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