AUC

F1 Score

एफ१ स्कोर

A single metric balancing precision and recall into one number.

Learning Curve

सिकाइ वक्र

A plot showing how a model's performance changes as it sees more training data.

Benchmark

बेन्चमार्क / मापदण्ड

A standard dataset or test used to compare the performance of different models.

Classification

वर्गीकरण

A task where the model assigns inputs to one of several predefined categories.

Confidence Score

विश्वास अंक

A number expressing how certain a model is about a particular prediction.

Contour

कन्टुर / रूपरेखा

A curve joining points of equal value, used to outline shapes in an image.

Dimensionality Reduction

आयाम न्यूनीकरण

Reducing the number of input features while keeping important information.

Early Stopping

अर्ली स्टपिङ

Halting training once validation performance stops improving to avoid overfitting.