tremetrics 0.1.4

Tremendous Metrics

Tremetrics

Tremendous Metrics.

Installation

You can install Tremetrics from PyPi using pip.

pip install tremetrics

Usage

ConfusionMatrix

from tremetrics import ConfusionMatrix

y_true, y_pred = ...                            # Generate predictions
cm = ConfusionMatrix.from_pred(y_true, y_pred)  # Create a new confusion matrix object

print(cm)                                       # Print the confusion matrix
array_for_further_use = cm.array                # Get the matrix as a numpy array
print(cm.tp, cm.fn, cm.fp, cm.tn)               # Get the individual quadrant values

print(cm.get_latex_table(multirow=True))        # Get the matrix as code for a Latex table

print(cm.recall_score(average='micro'))         # Call any sklearn.metrics function using the data in the matrix