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
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| RT @jennakimjones: Dear Oreo, What's this I hear about a Watermelon flavor? KEEP YOUR FAKE FRUIT FLAVOR OUT OF MY CRISCO SANDWICHES!!! Love… | Mixed | Safe | User Added |
| RT @jennaferjenbub: “@BarryClerjuste: "Anything below a A+ and we disown you ling ling" http://t.co/m1QiWK4xZg” @AustinBedsaul | Mixed | Safe | User Added |
| RT @jenebooks: I feel a lot of ppl trash talking indie for all sounding the same but i think any genre you're not v into tends to sound th … | Mixed | Safe | User Added |
| RT @jenebooks: @WhistGoddess i was about to be like "r u queer" but c'mon Jen do u even need to ask | Mixed | Abusive | User Added |
| RT @jemelehill: Just saw Dawn of The Planet of the Apes. One of the better moves I've seen this year. I didn't know if I wanted the apes or… | Mixed | Safe | User Added |
| RT @jeffgallardo9: “@Sonali1123: Guys with colored eyes 😍” http://t.co/hwiPlPuxpQ | Mixed | Safe | User Added |
| RT @jdollasignnn: @16stanleys 😂😂😂😂 I'm so weak! Ima go stalk him now lmfao! U lucky bitch 😭💔😩😂 | Mixed | Abusive | User Added |
| RT @jcope12003: @RealNoth @msmansk are you kidding? #boycottCriminalIntent just lost my fave program. Take a belt to THAT, bitch. | Mixed | Abusive | User Added |
| RT @jcash___: Bradshaw ain't no hoe | Mixed | Abusive | User Added |
| RT @jcal__: “@BlessedMannie: “@alluring____: y'all hoes get boyfriends just to tweet about them.🙌”” then break up to dawg him on here lol | Mixed | Abusive | User Added |
| RT @jburnone: Cheating ain't no accident hoe! fallin off a bike is a accident! I ain't never seen a bitch trip & land on no dick! | Mixed | Abusive | User Added |
| RT @jballinbutts420: @Jamie_Caudillo you're retarded enough to be both. But atleast I have a date to bring you on for your birthday❤️😗 | 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