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 @Trackstar275: “@basedanarchy: when someone brings up your other hoes in front of bae http://t.co/TWbSE6EIJ7” | Mixed | Abusive | User Added |
| RT @Tr1zz: bitches get away with too much behind their social media accounts. Popular on twitter and instagram but lame and broke as fuck i… | Mixed | Abusive | User Added |
| RT @Tr1zz: How bout some of you bitches be women for Halloween. | Mixed | Abusive | User Added |
| RT @Toyaaa_K: "If having hoes excite you, you still a lil nigga" 🙅 | Mixed | Abusive | User Added |
| RT @ToyaMiani: The reason you called Jesus a monkey is because you knew he was not your color #Farrakhan#TheTime | Mixed | Hate Speech | User Added |
| RT @Toxicityy1: Gwen Stefani's new single is trash. her, hilary duff, britney and fergie have to give it up and go raise your kids and judg… | Mixed | Safe | User Added |
| RT @Toucherandrich: Wow, he didn't just call them bitches, from what I could see it looked like Brady told the crowd "F*ck you, bitches! ... | Mixed | Abusive | User Added |
| RT @Torriable: I want to leave but he said he was going to eat my pussy - now I'm afraid to go and leave my cat alone with him | Mixed | Abusive | User Added |
| RT @ToriJBerman: @_VintageVixen lmao bummy bitches | Mixed | Abusive | User Added |
| RT @TorahBlaze: @densonkeith a captain save a hoe just jumped in the convo to save these hoes LLS | Mixed | Abusive | User Added |
| RT @TorahBlaze: @1SonofYahweh they should be ashamed of themselves. I'll be single for life before I fuck w a nasty, faggot ass white man. | Mixed | Hate Speech | User Added |
| RT @TorahBlaze: @1SonofYahweh hell yea! I don't know what's wrong w the brothas that love these cave hoes so damn much... #StopItNow | 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