SMLHomework/results/experimentDTMaxFeature.csv

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,Measure,Value,MaxFeature
0,Accuracy,0.9612347451543432,MaxFeature-None
1,F1Score,0.8571428571428572,MaxFeature-None
2,Accuracy,0.9540559942569993,MaxFeature-sqrt
3,F1Score,0.815028901734104,MaxFeature-sqrt
4,Accuracy,0.9526202440775305,MaxFeature-log2
5,F1Score,0.8092485549132947,MaxFeature-log2
6,Accuracy,0.9741564967695621,MaxFeature-0.25
7,F1Score,0.9027027027027028,MaxFeature-0.25
8,Accuracy,0.9691313711414213,MaxFeature-0.5
9,F1Score,0.8840970350404314,MaxFeature-0.5
10,Accuracy,0.9734386216798278,MaxFeature-0.75
11,F1Score,0.899728997289973,MaxFeature-0.75
12,Accuracy,0.964824120603015,MaxFeature-None
13,F1Score,0.8672086720867209,MaxFeature-None
14,Accuracy,0.9576453697056713,MaxFeature-sqrt
15,F1Score,0.8374655647382921,MaxFeature-sqrt
16,Accuracy,0.9526202440775305,MaxFeature-log2
17,F1Score,0.8081395348837209,MaxFeature-log2
18,Accuracy,0.9734386216798278,MaxFeature-0.25
19,F1Score,0.9008042895442359,MaxFeature-0.25
20,Accuracy,0.9727207465900933,MaxFeature-0.5
21,F1Score,0.8961748633879781,MaxFeature-0.5
22,Accuracy,0.9669777458722182,MaxFeature-0.75
23,F1Score,0.875,MaxFeature-0.75
24,Accuracy,0.9619526202440776,MaxFeature-None
25,F1Score,0.8571428571428572,MaxFeature-None
26,Accuracy,0.9748743718592965,MaxFeature-sqrt
27,F1Score,0.9046321525885558,MaxFeature-sqrt
28,Accuracy,0.9511844938980617,MaxFeature-log2
29,F1Score,0.8045977011494253,MaxFeature-log2
30,Accuracy,0.9691313711414213,MaxFeature-0.25
31,F1Score,0.8847184986595175,MaxFeature-0.25
32,Accuracy,0.9705671213208902,MaxFeature-0.5
33,F1Score,0.8906666666666666,MaxFeature-0.5
34,Accuracy,0.9662598707824839,MaxFeature-0.75
35,F1Score,0.872628726287263,MaxFeature-0.75
36,Accuracy,0.9662598707824839,MaxFeature-None
37,F1Score,0.873994638069705,MaxFeature-None
38,Accuracy,0.95908111988514,MaxFeature-sqrt
39,F1Score,0.8438356164383561,MaxFeature-sqrt
40,Accuracy,0.9490308686288585,MaxFeature-log2
41,F1Score,0.8011204481792717,MaxFeature-log2
42,Accuracy,0.9755922469490309,MaxFeature-0.25
43,F1Score,0.9050279329608939,MaxFeature-0.25
44,Accuracy,0.9712849964106246,MaxFeature-0.5
45,F1Score,0.8901098901098903,MaxFeature-0.5
46,Accuracy,0.9705671213208902,MaxFeature-0.75
47,F1Score,0.888888888888889,MaxFeature-0.75
48,Accuracy,0.9619526202440776,MaxFeature-None
49,F1Score,0.8579088471849866,MaxFeature-None
50,Accuracy,0.9576453697056713,MaxFeature-sqrt
51,F1Score,0.8319088319088319,MaxFeature-sqrt
52,Accuracy,0.9432878679109835,MaxFeature-log2
53,F1Score,0.774928774928775,MaxFeature-log2
54,Accuracy,0.9619526202440776,MaxFeature-0.25
55,F1Score,0.8594164456233423,MaxFeature-0.25
56,Accuracy,0.9626704953338119,MaxFeature-0.5
57,F1Score,0.8624338624338624,MaxFeature-0.5
58,Accuracy,0.9641062455132807,MaxFeature-0.75
59,F1Score,0.8641304347826086,MaxFeature-0.75
60,Accuracy,0.9612347451543432,MaxFeature-None
61,F1Score,0.8571428571428572,MaxFeature-None
62,Accuracy,0.9547738693467337,MaxFeature-sqrt
63,F1Score,0.8205128205128205,MaxFeature-sqrt
64,Accuracy,0.9511844938980617,MaxFeature-log2
65,F1Score,0.8121546961325967,MaxFeature-log2
66,Accuracy,0.9755922469490309,MaxFeature-0.25
67,F1Score,0.9065934065934066,MaxFeature-0.25
68,Accuracy,0.9705671213208902,MaxFeature-0.5
69,F1Score,0.8894878706199462,MaxFeature-0.5
70,Accuracy,0.968413496051687,MaxFeature-0.75
71,F1Score,0.8848167539267016,MaxFeature-0.75
72,Accuracy,0.9633883704235463,MaxFeature-None
73,F1Score,0.8625336927223719,MaxFeature-None
74,Accuracy,0.9626704953338119,MaxFeature-sqrt
75,F1Score,0.8539325842696629,MaxFeature-sqrt
76,Accuracy,0.9425699928212491,MaxFeature-log2
77,F1Score,0.7660818713450294,MaxFeature-log2
78,Accuracy,0.9705671213208902,MaxFeature-0.25
79,F1Score,0.8894878706199462,MaxFeature-0.25
80,Accuracy,0.9770279971284996,MaxFeature-0.5
81,F1Score,0.9148936170212766,MaxFeature-0.5
82,Accuracy,0.9633883704235463,MaxFeature-0.75
83,F1Score,0.8640000000000001,MaxFeature-0.75
84,Accuracy,0.9662598707824839,MaxFeature-None
85,F1Score,0.8733153638814016,MaxFeature-None
86,Accuracy,0.95908111988514,MaxFeature-sqrt
87,F1Score,0.841225626740947,MaxFeature-sqrt
88,Accuracy,0.9440057430007178,MaxFeature-log2
89,F1Score,0.7758620689655172,MaxFeature-log2
90,Accuracy,0.9763101220387652,MaxFeature-0.25
91,F1Score,0.9095890410958904,MaxFeature-0.25
92,Accuracy,0.9712849964106246,MaxFeature-0.5
93,F1Score,0.8895027624309393,MaxFeature-0.5
94,Accuracy,0.9626704953338119,MaxFeature-0.75
95,F1Score,0.8594594594594595,MaxFeature-0.75
96,Accuracy,0.9619526202440776,MaxFeature-None
97,F1Score,0.8579088471849866,MaxFeature-None
98,Accuracy,0.9626704953338119,MaxFeature-sqrt
99,F1Score,0.8452380952380952,MaxFeature-sqrt
100,Accuracy,0.9547738693467337,MaxFeature-log2
101,F1Score,0.8130563798219584,MaxFeature-log2
102,Accuracy,0.9705671213208902,MaxFeature-0.25
103,F1Score,0.8876712328767123,MaxFeature-0.25
104,Accuracy,0.9777458722182341,MaxFeature-0.5
105,F1Score,0.9155313351498637,MaxFeature-0.5
106,Accuracy,0.9655419956927495,MaxFeature-0.75
107,F1Score,0.8702702702702703,MaxFeature-0.75
108,Accuracy,0.9655419956927495,MaxFeature-None
109,F1Score,0.8702702702702703,MaxFeature-None
110,Accuracy,0.9490308686288585,MaxFeature-sqrt
111,F1Score,0.8116710875331564,MaxFeature-sqrt
112,Accuracy,0.9526202440775305,MaxFeature-log2
113,F1Score,0.8070175438596491,MaxFeature-log2
114,Accuracy,0.9669777458722182,MaxFeature-0.25
115,F1Score,0.8776595744680851,MaxFeature-0.25
116,Accuracy,0.9734386216798278,MaxFeature-0.5
117,F1Score,0.8969359331476323,MaxFeature-0.5
118,Accuracy,0.9748743718592965,MaxFeature-0.75
119,F1Score,0.9030470914127423,MaxFeature-0.75