PPrecision Recall Accuracy F$1-$Score

Model

Logistic Regression $0\mathrm{.}7475780\mathrm{.}7899970\mathrm{.}7622870\mathrm{.}768203$

Decision Tree $0\mathrm{.}9648010\mathrm{.}9780640\mathrm{.}9712700\mathrm{.}971387$

Random Forest $0\mathrm{.}9925220\mathrm{.}9704590\mathrm{.}9816250\mathrm{.}981366$

Gradient Boosting $0\mathrm{.}9715500\mathrm{.}9388710\mathrm{.}9558120\mathrm{.}954931$

Multilayer Perceptron $0\mathrm{.}9079370\mathrm{.}9201520\mathrm{.}9136650\mathrm{.}914003$

One$-$Vs$.\_$Rest $0\mathrm{.}9258820\mathrm{.}9207370\mathrm{.}9237280\mathrm{.}923303$

Naive Bayes $0\mathrm{.}6114630\mathrm{.}9611000\mathrm{.}6760970\mathrm{.}747413$

Support Vector Machine $0\mathrm{.}6887880\mathrm{.}7133660\mathrm{.}6963690\mathrm{.}700862$ Provide your recomendation here