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 |
|---|---|---|---|
| @SteveWorks4You pay your taxes teabaggers | Mixed | Safe | User Added |
| @SteveWorks4You bush took 3 times as many vacations.. republican teabaggers are pusses....wah | Mixed | Abusive | User Added |
| @SteveWorks4You Stockboy...everyone mocks you. | Mixed | Safe | User Added |
| @SteveWorks4You Golly Wompers and Dad Gum Son You lyin cheatin scoundrels fucking did it! Man up and own it ya chicken shit pussy Republican | Mixed | Abusive | User Added |
| @SteveWorks4You Friggin Red State pussy Republican. The parent too!→→→→→★ | Mixed | Abusive | User Added |
| @SteveWorks4You @tedcruz ted cruz..leader..lol lol lol lol lol OMG lol lol lol lol lol you are a funny ass redneck...lol lol lol lol #lol | Mixed | Abusive | User Added |
| @SteveWorks4You @teaparty ...anti American Republicans and teabaggers stop forcing ur religion on the rest of us. Stockman u dont pray.liar | Mixed | Safe | User Added |
| @SteveWorks4You ..its all about you and white conservative teabaggers. You all make the world go round. Please be our rulers.....stockboy | Mixed | Safe | User Added |
| @SteveWorks4You ..how much knob do you gobble in one day? Youre in over your head. What a blockhead you are. | Mixed | Abusive | User Added |
| @SteveWorks4You ...you are a lazy redneck. Get back to work governing. Stay off twitter with your lying bullshit....#stockmantheliar | Mixed | Abusive | User Added |
| @SteveStockmanTX you teabagger dunces want to eliminate education all together so you can groom more teabag voters. Lol.#thedumbestteabagger | Mixed | Abusive | User Added |
| @SteveStockmanTX stockboy U should talk. U tweet lies and childish shit about Obama.youre very unqualified. You only appeal to dumb rednecks | 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