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 @Anointed_Mouf: Would be so happy, so many bitches would be humbled RT @djdmt: How would you feel if they discontinued the sale of weave" | Mixed | Abusive | User Added |
| RT @Annnna_dav69: Ima make you my bitch 😉 | Mixed | Abusive | User Added |
| RT @Annnna_dav69: I hate trailer trash 😷 | Mixed | Hate Speech | User Added |
| RT @AnnTelnaes: Halloween candy corn bird http://t.co/kTNbyuTYKw | Mixed | Safe | User Added |
| RT @AnnCoulter: Invite me on your show, you lying pussy. RT @Matthops82 "Republicans are afraid of me. They don't want to talk to me." - … | Mixed | Abusive | User Added |
| RT @Anisa_So_Thick: the next call will be to immigration w/ your I.d your sex reviews & your ad bitch I warned you , you lie I have facts &… | Mixed | Abusive | User Added |
| RT @Anisa_So_Thick: Now let me write your mom since I have her address & let her know her daughter is in Miami selling pussy for $85 😘 | Mixed | Abusive | User Added |
| RT @Anisa_So_Thick: @MsSashaBelle ur a wack bitch who sells her pussy for $65.00 , lives with her mom then was homeless cut the lies😉 http… | Mixed | Abusive | User Added |
| RT @AngelLongoria1: Neymar fell like a bitch | Mixed | Abusive | User Added |
| RT @AngelHaze: bye bitch. im blocking u RT @onikallah: @AngelHaze i drew you 💞 http://t.co/60HiEbFWic | Mixed | Abusive | User Added |
| RT @AngelGuapo23: @wigga32 can't dm wigga cause I can't even get a follow back 😐 | Mixed | Abusive | User Added |
| RT @AndyyDotCom: You gotta be a weak bitch to let a couple tweets get you out of character. | 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