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
@Issa_GOLD my fuckin back still hurts but it was worth it. And I'm still mad about the hoe incident. Haha. http://t.co/eAnDLKSbpM Mixed Abusive User Added
@Ish_MallyMal August is trash Mixed Safe User Added
@Ish_MallyMal @JayJuice22 all trash to me Mixed Safe User Added
@IsaidNick @aknadnrye give me credit lil bitch Mixed Abusive User Added
@IntentionalTalk Half jar of marmalade, shaved monkey, saran wrap, mini horse. Give your best scene. #askkevin Mixed Safe User Added
@Insanity_Lady I argue that Cersei is neither evil nor a bitch. She's greedy, desperate to protect her children and to be valued in a world Mixed Abusive User Added
@InnerSlutty I got u bitch Mixed Abusive User Added
@Inkedup_Tiny ^___^ still should've walked over and said something pussy Mixed Abusive User Added
@InfidelAlie touché muzzie fuckers, hope it was set to go full of bacon and pork rinds Mixed Abusive User Added
@InfidelAlie that should read suck on my bacon encrusted middle finger Muslim twats Mixed Hate Speech User Added
@InedibleFood Quickscoping trash. TAKE OF THE TONY HAWK SETUP AND PLAY NORMALLY. THAT'S NOT WHAT SNIPERS ARE FOR! Mixed Safe User Added
@IndicaMangoes they still fucking trash. I cant eat those to save my life. 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