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 |
|---|---|---|---|
| Little bitty bumble bee🐝🐝 #bumblebee http://t.co/WgYL5UpjQq | Mixed | Safe | User Added |
| Little bitch!! | Mixed | Abusive | User Added |
| Litterally can't wait for this weekend with my bad bitches 😏 | Mixed | Abusive | User Added |
| Literally was in the best mood and bitches literally killed my vibe | Mixed | Abusive | User Added |
| Literally just got up and the first thing I did was chug a huge glass of water | Mixed | Safe | User Added |
| Literally just got shit on by a seagull..... You're gonna fuckin die bird | Mixed | Abusive | User Added |
| Literally in the middle of the ghetto and these people look scary | Mixed | Safe | User Added |
| Literally every man in my fam copped a bad white bitch as a wife. I ain't even boutta break da chain. Unless a latina comes around | Mixed | Hate Speech | User Added |
| Listing to my dumb ass mom & just getting my eyebrows done at a new place the bitch fucced them up & I have picture day tomorrow 😑 | Mixed | Abusive | User Added |
| Listening to the Latina women talk about their baby daddy's and"beating bitches asses" makes being in the sub at 9am worth it...a little bit | Mixed | Abusive | User Added |
| Listen to her "@____Aaliyah____: She curving you on the low "@iDntWearCondoms: What it mean if a girl thinks u have the hoes but u don't???" | Mixed | Abusive | User Added |
| Lima fears change but yet wants to bitch about how much it sucks 😑 | 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