UsefGamal/The-Classic-IRIS-Dataset

The-Classic-IRIS-Dataset

Using the following Libraries

• pandas
• scikit-learn (sklearn)
• matplotlib
• seaborn

Some of the machine learning models, used in this Repo:

• logistic regression
• train test split
• cross validation

Plotting Histogram of features

Plotting Each Pair of features

Plotting Incorrect predicts of Training set

Plotting Incorrect predicts of Test set

Conclusion

• Accuracy :100.00% for C = 2 for training data
• Accuracy :100.00% for C = 2 for test data

    precision    recall  f1-score   support
         0       1.00      1.00      1.00        10
         1       1.00      1.00      1.00        16
         2       1.00      1.00      1.00        12

      accuracy                           1.00        38
     macro avg       1.00      1.00      1.00        38
  weighted avg       1.00      1.00      1.00        38