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 |
|---|---|---|---|
| I had to tell a bitch, I WANT THE LOVEEEEE | Mixed | Abusive | User Added |
| I had to hug the block. You bitches just wave at it | Mixed | Abusive | User Added |
| I had the boldest side hoes, come out to me I front of my girl nd start touchin a nigguh | Mixed | Abusive | User Added |
| I had liked this one bitch but, she always was in some shit causing some fucking drama | Mixed | Abusive | User Added |
| I had froyo with brownies for dinner tonight. Being an adult is making these executive decisions | Mixed | Safe | User Added |
| I had a dumbass dr do that on a c-4, I was just like this dumb bitch | Mixed | Abusive | User Added |
| I had a dream I was in 4th grade again with my class except as my current self and remember thinking "you're crazy, you become a hoe, moron" | Mixed | Abusive | User Added |
| I had a dope ass parlay this week with San Fran... woulda won, but them hoes ran back the pick 6. SHIT BE RIGGED YO! | Mixed | Abusive | User Added |
| I had a date wit Irene nd that bitch stood me up matter of fact she stood da whole city up thanx you fucking Cunt Irene up ur ass no grease | Mixed | Abusive | User Added |
| I had 14 fags in the space ae 3 hours? Excuse me? #confused #wheresshitgoing | Mixed | Abusive | User Added |
| I guess that OH was a bitch I don't! Ha | Mixed | Abusive | User Added |
| I guess none of deez rappin ass niggas wanna throw dem bitches wit da big homie @gucci1017 | 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