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 |
|---|---|---|---|
| “@ThaRealLilWang: Ur ex girlfriend is a slut” fr f dat hoe | Mixed | Abusive | User Added |
| “@Terren_Janay: Nobody wants to be with a bum” except bum bitches | Mixed | Abusive | User Added |
| “@TeeNaaasty: Half y'all hoes still got nut in y'all baby hairs , shut up 😒” http://t.co/YyFCNfqZPc | Mixed | Abusive | User Added |
| “@TeeLaydee: @JustKarahn @what_iDO yasss when a bitch get paid tho 😂😂” as long as she dnt act crazy | Mixed | Abusive | User Added |
| “@TedOfficialPage: Fucked your bitch and left her like... http://t.co/x41Q6LUH37”😩😩😂 | Mixed | Abusive | User Added |
| “@Taggs0967: @NigelDixon1 @CALiboy4 Nigel, you don't think he knows what he did was dumb? How smart are you?” Shut your bitch ass up | Mixed | Abusive | User Added |
| “@TaeCocky: This bitch childish af https://t.co/4ZKmOr7sn8” one of my sisters would've had to crash her 😂 | Mixed | Abusive | User Added |
| “@T_FLYE: http://t.co/s0kAVO4D3E them Wet 👌💦💦”say trav see if they got them hoes in Cali I will send you my money | Mixed | Abusive | User Added |
| “@TWOLVEGIRL: I find myself wanting to google "the yellow king" #TrueDetective” No kidding! What is going on? | Mixed | Safe | User Added |
| “@TVEMike: When you catch your girl doing some hoe shit behind your back https://t.co/V4FZ6RXxWd”😩😂😂 | Mixed | Abusive | User Added |
| “@TP_Three: @WestSideFlee @KekePalmer damn they got wifey 😱😱😖😖😫😩😩😩” Fall back nigga 🔫.. I don't share my hoes | Mixed | Hate Speech | User Added |
| “@TKetterhagen: Better not have any bitch ass people in my classes tomorrow” | 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