Confidence Score

F1 Score

एफ१ स्कोर

A single metric balancing precision and recall into one number.

Prediction

भविष्यवाणी / अनुमान

The output a model produces for a given input, such as a label, number, or generated text.

Probability

सम्भाव्यता

A number between 0 and 1 expressing how likely an event is to happen.

AUC

एयूसी

The area under the ROC curve summarizing classification performance as a single number.

Churn Prediction

ग्राहक छुट्ने अनुमान

Using models to predict which customers are likely to stop using a product or service.

Decision Tree

निर्णय वृक्ष

A model that makes predictions by following a tree of yes/no questions about the data.

Dimensionality Reduction

आयाम न्यूनीकरण

Reducing the number of input features while keeping important information.

Ensemble Learning

समूह सिकाइ

Combining multiple models to produce a stronger overall prediction.