HD Accuracy With Stacking

	B	C	D
1	Default Test Conditions
2	Algorithm	Test Option	Accuracy
3	Logistic	5 Folds	84.88%
4		10 Folds	85.37%
5		75% split	84.38%
6		80% split	88.29%
7	Multi-Layer Perceptron	5 Folds	97.85%
8		10 Folds	97.46%
9		75% split	98.05%
10		80% split	98.05%
11	Stochastic Gradient Descent	5 Folds	84.68%
12		10 Folds	84.88%
13		75% split	82.42%
14		80% split	85.85%
15	SGD Text	5 Folds	51.32%
16		10 Folds	51.32%
17		75% split	51.95%
18		80% split	56.10%
19	Simple Logistic	5 Folds	85.56%
20		10 Folds	85.17%
21		75% split	84.77%
22		80% split	88.29%
23	Sequential minimal optimization	5 Folds	84.78%
24		10 Folds	84.88%
25		75% split	85.55%
26		80% split	88.29%
27	Voted Perceptron	5 Folds	67.71%
28		10 Folds	67.71%
29		75% split	66.41%
30		80% split	65.85%
31	Naïve Bayes	5 Folds	83.32%
32		10 Folds	83.41%
33		75% split	83.20%
34		80% split	85.85%
35	J48	5 Folds	96.88%
36		10 Folds	99.02%
37		75% split	92.58%
38		80% split	94.15%
39	Random Forest	5 Folds	100%
40		10 Folds	100%
41		75% split	100%
42		80% split	100%
43
44
45	Bagging
46	Algorithm	Test Option	Accuracy
47	Logistic	5 Folds	84.98%
48		10 Folds	84.68%
49		75% split	85.94%
50		80% split	88.29%
51	Multi-Layer Perceptron	5 Folds	97.56%
52		10 Folds	97.17%
53		75% split	98.05%
54		80% split	99.02%
55	Stochastic Gradient Descent	5 Folds	85.66%
56		10 Folds	84.49%
57		75% split	86.72%
58		80% split	88.78%
59	SGD Text	5 Folds	51.32%
60		10 Folds	51.32%
61		75% split	51.95%
62		80% split	43.90%
63	Simple Logistic	5 Folds	85.17%
64		10 Folds	84.98%
65		75% split	85.16%
66		80% split	88.78%
67	Sequential minimal optimization	5 Folds	84.98%
68		10 Folds	84.59%
69		75% split	87.11%
70		80% split	89.76%
71	Voted Perceptron	5 Folds	68.78%
72		10 Folds	68.88%
73		75% split	67.19%
74		80% split	67.80%
75	Naïve Bayes	5 Folds	83.22%
76		10 Folds	83.61%
77		75% split	83.20%
78		80% split	85.85%
79	J48	5 Folds	98.54%
80		10 Folds	97.95%
81		75% split	98.05%
82		80% split	95.61%
83	Random Forest	5 Folds	100%
84		10 Folds	100%
85		75% split	99%
86		80% split	100%
87
88
89	Boosting
90	Algorithm	Test Option	Accuracy
91	Logistic	5 Folds	84.88%
92		10 Folds	85.37%
93		75% split	84.38%
94		80% split	88.29%
95	Multi-Layer Perceptron	5 Folds	99.02%
96		10 Folds	98.73%
97		75% split	100.00%
98		80% split	100.00%
99	Stochastic Gradient Descent	5 Folds	85.27%
100		10 Folds	83.51%