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
💯 my bitch 👏😋 Mixed Abusive User Added
💯 RT @DammitHamm_: Loyal pussy . Mixed Abusive User Added
💥💢 on the pussy http://t.co/mWXQnjm4So Mixed Abusive User Added
💕💕💕 pussy ride dick like she a Jamaican / \ / 💧\ . */. 🌴 |. ¥~ ! 🌴. | > \ 🐫 $. / 🌾\ ; 🐫 ) &🐫* Mixed Abusive User Added
💋💯 - ugh bitch I love you & that A S S 😩 your just simply FLAWLESS 💕 I remember when you cute a peice of your hair hella short 😂 Mixed Abusive User Added
💃💃 & if you ain't a ho get up out my trap hooouseee. Mixed Abusive User Added
💁😁🙊- lmao my nigga . Let's go half on a weed brownie 😩 we will be laughing hard as hell in senior seminar Mixed Abusive User Added
💀💀 RT @monique504Q: 😭💀 “@ByeKandace: hop off hoe. RT @KekePalmer: Come on @KSTiLLS!!! 👏👏👏👏👏👏👏” Mixed Abusive User Added
💀 RT @OGBEARD: "OMG LIL B FOLLOWED ME YASSSS" bitch he follow everybody shut yo ass up Mixed Abusive User Added
👷👷 you needa stop sucking dick hoe 😂😂 Mixed Abusive User Added
👲👅💦💕 - 😂😭 omg just thinccin of you makes me laugh, we use to STAY talking shit in 3rd period, you cute, & you my bitch ✊😂😭 Mixed Abusive User Added
👟👟👟👟 got ur bitch tip toeing on my marble floors....... Mixed Abusive User Added

Add Local Phrase

Batch Import CSV

CSV Only

Upload 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