Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

Q) Write the necessary python code (spyder python) to read the dataset file given and perform classification using the stacking ensemble learning. Note that the

Q) Write the necessary python code (spyder python) to read the dataset file given and perform classification using the stacking ensemble learning. Note that the weak learners are Decision Tree, Support Vector Machine and KNN, while the meat learner is a Neural Network. Finally draw the confusion matrix and compute the Accuracy, Recall, Precision and F1-Measure.
show the output
image text in transcribed
\begin{tabular}{|c|c|c|c|c|} \hline variance & skewness & curtosis & entropy & class \\ \hline 3.6216 & 8.6661 & -2.8073 & -0.44699 & 0 \\ \hline 4.5459 & 8.1674 & -2.4586 & -1.4621 & 0 \\ \hline 3.866 & -2.6383 & 1.9242 & 0.10645 & 0 \\ \hline 3.4566 & 9.5228 & -4.0112 & -3.5944 & 0 \\ \hline 0.32924 & 4,4552 & 4.5718 & -0.9888 & 0 \\ \hline 4.3684 & 9.6718 & -3.9606 & -3.1625 & 0 \\ \hline 3.5912 & 3.0129 & 0.72888 & 0.56421 & 0 \\ \hline 2.0922 & -6.81 & 8.4636 & -0.60216 & 0 \\ \hline 3.2032 & 5.7588 & =0.75345 & =0.61251 & 0 \\ \hline 1.5356 & 9.1772 & -2.2718 & -0.73535 & 0 \\ \hline 1.2247 & 8.7779 & -2.2135 & -0.80647 & 0 \\ \hline 3.9899 & -2.7066 & 2.3946 & 0.86291 & 0 \\ \hline 1.8993 & 7.6625 & 0.15394 & -3.1108 & 0 \\ \hline-1.5768 & 10.843 & 2.5462 & -2.9362 & 0 \\ \hline 3.404 & 8.7261 & -2.9915 & =0.57242 & 0 \\ \hline 4.6765 & -3.3895 & 3.4896 & 1.4771 & 0 \\ \hline 2.6719 & 3.0646 & 0.37158 & 0.58619 & 0 \\ \hline 0.80355 & 2.8473 & 4.3439 & 0.6017 & 0 \\ \hline 1.4479 & -4.8794 & 8.3428 & -2.1086 & 0 \\ \hline 5.2423 & 11.0272 & -4.353 & -4.1013 & 0 \\ \hline 5.7867 & 7.8902 & -2.6196 & -0.48708 & 0 \\ \hline 0.3292 & -4.4552 & 4.5718 & -0.9888 & 0 \\ \hline 3.9362 & 10.1622 & -3.8235 & -4.0172 & 0 \\ \hline 0.93584 & 8.8855 & -1.6831 & -1.6599 & 0 \\ \hline 4.4338 & 9.887 & -4.6795 & -3.7483 & 0 \\ \hline 0.7057 & -5.4981 & 8.3368 & -2.8715 & 0 \\ \hline 1.1432 & -3.7413 & 5.5777 & -0.63578 & 0 \\ \hline-0.38214 & 8.3909 & 2.1624 & -3.7405 & 0 \\ \hline 6.5633 & 9.8187 & -4.4113 & -3.2258 & 0 \\ \hline 4.8906 & -3.3584 & 3.4202 & 1.0905 & 0 \\ \hline \end{tabular}

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access with AI-Powered Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image

Step: 3

blur-text-image

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Students also viewed these Databases questions