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 |
|---|---|---|---|
| @Yankees @marines1994 Daggone it Twins, kick it up a notch... Time to beat the Yankees... | Mixed | Safe | User Added |
| @YamanakaValerio bitch it's not til Thursday | Mixed | Abusive | User Added |
| @YaNiggaBuu janemba is better than yo pussy ass | Mixed | Abusive | User Added |
| @YaGirlSmalls quit using song lyrics queer | Mixed | Abusive | User Added |
| @YaGirlFlutter haha i was about to say... Damn i just called you a bad bitch, i mean mean bitch lmfao | Mixed | Abusive | User Added |
| @YaBoyBoone ima miss smiley and graham and daniel tho, they were pretty cool to me when i was there, ima beat andrews bitch ass every day | Mixed | Abusive | User Added |
| @YGJOHNSTON that white bitch is a G for choppin that whole line of niggas 😂😂 | Mixed | Abusive | User Added |
| @YGJOHNSTON it's always a white bitch doing something OP lol like they give zero fucks when it comes to dick 😂😂 | Mixed | Abusive | User Added |
| @YFN_NESHA all the great QB's fold under pressure gshit if u blitz Peyton ass he gon gook out | Mixed | Abusive | User Added |
| @YFN_NESHA I'm tired of dat bitch mannn😩😩😩 | Mixed | Abusive | User Added |
| @YBEToot I like tweeting you like this. .. wen yu aint talking to all yo hoes!!! I be like...... ill wait. | Mixed | Abusive | User Added |
| @XxminijokerXx I HATE birds! They just piss me off about the fact that I can't fly! | 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