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 @iStonerTweets: if she can roll, wife that bitch. | Mixed | Abusive | User Added |
| RT @iStayRadAsShit: “@1BookieG: What I wish I can do every time I day playing flappy birds https://t.co/mWiE7FkBu0”😂😂 foreall | Mixed | Safe | User Added |
| RT @iSpeakComedy: Ever stay home from school and look at the clock and say yeah those bitches in math right now | Mixed | Abusive | User Added |
| RT @iSoldYoDadDrugs: I hate when people take a picture📷 and be like " don't mind the background " ✋ nah bitch imma mind 😳 | Mixed | Abusive | User Added |
| RT @iSell_Pussy4EBT: This bitch really happy she got 60k followers from getting kicked out of a moving car by her abusive bf and almost dyi… | Mixed | Abusive | User Added |
| RT @iSellGreenCards: You a faggot if you use Uber because real niggas drive drunk | Mixed | Abusive | User Added |
| RT @iSellGreenCards: 1st RT @MsSashaBelle: Show proof I sold pussy for $65. I'll wait. | Mixed | Abusive | User Added |
| RT @iRepFrisco: Should've lost in Carolina, in Houston & tonight in St. Louis! #Lucky #Seahawks are complete trash!! | Mixed | Safe | User Added |
| RT @iRelatesGirl: when that one stupid bitch pops up on your timeline... http://t.co/ai00UolEez | Mixed | Abusive | User Added |
| RT @iRealFrankOcean: It goes from “babe” to “bitch” “I love you” to “I hate you” “I need you” to “fuck you” “you’re my everything” to “you’… | Mixed | Abusive | User Added |
| RT @iROiB: When she comes through with the nudes, but they trash, but she got big titties http://t.co/1weYPG8rEr | Mixed | Abusive | User Added |
| RT @iPrinceChance: Niggas gossip like bitches.. but yet they be the "realest niggas" tho? I don't understand.. | 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