Data Science Revealed by Tshepo Chris Nokeri

Author:Tshepo Chris Nokeri
Language: eng
Format: epub
ISBN: 9781484268704
Publisher: Apress

Classification Report

Table 6-5 highlights important classification evaluation metrics. It gives us an overview of how well the classifier performs. See Listing 6-9.creportLDA = pd.DataFrame(metrics.classification_report(y_test,y_predLDA, output_dict=True)).transpose()

creportLDA

Listing 6-9Classification Report

Table 6-5Classification Report

precision

recall

f1-score

support

0

1.0

1.0

1.0

263.0

1

1.0

1.0

1.0

83.0

accuracy

1.0

1.0

1.0

1.0

macro avg

1.0

1.0

1.0

346.0

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