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 @OmarImranTweets: Media be like: *Muslim whale attacks US Navy* *Muslim tiger attacks Zookeeper* *Muslim bird attacks Eiffel Tower* *Mu… | Mixed | Safe | User Added |
| RT @Oluwakaponeski: No one told me The Military is the worst place to be a bitch trying to get all emotional ontop babe | Mixed | Abusive | User Added |
| RT @OleNoHoes: Got a bad ass bitch just bouncing on my dick! | Mixed | Abusive | User Added |
| RT @Ohhwhoops: Smack a bitch. Bitches love hand prints on their ass. | Mixed | Abusive | User Added |
| RT @OhhMyyTodd: “@ItsNotHarold: I say if a girl got 7 bodies or more and she 20 or younger she a hoe” this one not up for debate | Mixed | Abusive | User Added |
| RT @Oh_YeaBoo: Ion like bitches that do slick shit , just be straight up nd let me know wassup 💁💯 | Mixed | Abusive | User Added |
| RT @Oh_My_Nina: Amen. RT @IgnorantLesbian: Overall bitches, do better and stop being so stupid cause yall hoes are stupider than ya realize. | Mixed | Abusive | User Added |
| RT @OhYouNanciHuh: Talmbout "I graduate next month" word? Congrats! What in? "safe food handling" bitch...if you don't flee from me with th… | Mixed | Abusive | User Added |
| RT @OhWowThatsAwk: a girl tweeted "you might be ghetto if u bring food from outside into the movies" no u might be stupid if u pay 4.99 fo… | Mixed | Safe | User Added |
| RT @OhSoDestinee: “@iDocLyfe: That 'Ouija' movie look like trash” its really good. | Mixed | Safe | User Added |
| RT @OhSnapsItsShaq: I feel like no matter how much of a hoe she is if the right nigga put her in her place she gone change . | Mixed | Abusive | User Added |
| RT @OhSnapsItsShaq: Having hoes fun till you lose that girl that you really wanted over them hoes .. | 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