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 @ItsTheBOOMshow @FricknAwesome metal monkey balls! Mixed Abusive User Added
>Mfw some rachet ass hoe drops some scripture or religious stuff on social media http://t.co/9ZDsKU0lbo Mixed Abusive User Added
&when they say him they mean dyke Ron #wcw http://t.co/VV4DUMMe4A Mixed Hate Speech User Added
&&' hoes round here just opening legs like Walmart doors Mixed Abusive User Added
&& when Tha bitches start hating 😩😩💁 that's wen a bitch lost me 🙌💨🙏💯✌️🙅👀 Mixed Abusive User Added
&& some of you hoes too... http://t.co/yJPSMAS4k2 Mixed Abusive User Added
& thots are wearing Uggs RT @BigBootyJudy814: #ItsFallBecause negros are pulling out their Timbs" Mixed Safe User Added
& this bitch ask me why my jeans sag cuz they tryna hold my bandz up 💰 Mixed Abusive User Added
& my sister is really going to fucken deny it but yet sprays the room with febreeze , like really bitch why are you going to deny it Mixed Abusive User Added
& ion have a bitch. So yeah. What's understood don't need to be explained. Mixed Abusive User Added
& fuck your bitch Mixed Abusive User Added
& These bitches bound to get hurt cause a lot of these niggas be playing 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