| A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z | AA | AB | AC | AD | AE | AF | AG | AH | AI | AJ | AK | AL | AM | AN | AO | AP | AQ | AR | AS | AT | AU | AV | AW | AX | AY | AZ | BA | BB | BC | BD | BE | BF | BG | BH | BI | BJ | BK | BL | BM | BN | BO | BP | BQ | BR | BS | BT | BU | BV | BW | BX | BY | BZ | CA | CB | CC | CD | CE | CF | CG | CH | CI | CJ | CK | CL | CM | CN | CO | CP | CQ | CR | CS | CT | CU | CV | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 5543 | 5220 | 5157 | 4963 | 4945 | 4402 | 4273 | 4254 | 4211 | 3797 | 3710 | 3505 | 3414 | 3277 | 2871 | 2595 | 2554 | 2525 | 2365 | 2304 | 2155 | 2025 | 2012 | 2004 | 1878 | 1830 | 1825 | 1761 | 1596 | 1554 | 1550 | 1420 | 1352 | 1274 | 1204 | 1200 | 1121 | 1072 | 985 | 970 | 881 | 749 | 671 | 644 | 626 | 605 | 585 | 570 | 545 | 543 | 478 | 476 | 452 | 421 | 408 | 385 | 352 | 346 | 340 | 337 | 327 | 322 | 321 | 318 | 274 | 257 | 247 | 239 | 205 | 196 | 187 | 181 | 172 | 162 | 162 | 143 | 126 | 121 | 118 | 114 | 113 | 109 | 108 | 98 | 91 | 90 | 86 | 83 | 80 | 80 | 78 | 73 | 72 | 71 | 69 | 68 | 68 | 64 | |||
2 | evaluation | identity | attack | inference | disruption | privacy | malware | decryption | exploit | false positive | interception | risk | permission | adversary | obstruction | object | copyright | database | false negative | encryption | identification | availability | spam | authenticator | falsification | authentication | misuse | countermeasure | exposure | patent | cryptography | intrusion | repudiation | password | replay | integrity | phishing | authenticity | intrusion detection | anomaly detection | access control | asset | biometric | confidentiality | plaintext | zero day | ransomware | intrusion detection system | corruption | network security | secret key | public key | malicious software | salt | audit | cipher | hash function | honeypot | ciphertext | denial of service | private key | backdoor | spam filtering | compliance | assurance | base-rate fallacy | covert channel | masquerade | advanced persistent threat | security attack | digital signature | antivirus software | web security | intrusion prevention | least privilege | passive attack | block cipher | elliptic curve cryptography | penetration testing | asymmetric encryption | rootkit | public-key encryption | cryptanalysis | mode of operation | endpoint security | message digest | key exchange | intrusion prevention system | access right | logic bomb | firewall | mandatory access control | data loss prevention | data integrity | collision resistant | inside attack | outside attack | active attack | |||
3 | 3555 | model | 161 | 149 | 149 | 142 | 138 | 125 | 119 | 125 | 122 | 105 | 105 | 100 | 97 | 97 | 84 | 72 | 70 | 71 | 63 | 71 | 64 | 56 | 53 | 61 | 48 | 56 | 54 | 49 | 48 | 44 | 49 | 39 | 38 | 38 | 33 | 34 | 33 | 33 | 26 | 25 | 26 | 22 | 19 | 21 | 22 | 15 | 15 | 15 | 17 | 16 | 17 | 16 | 11 | 12 | 11 | 13 | 12 | 9 | 11 | 10 | 14 | 10 | 9 | 11 | 8 | 7 | 8 | 6 | 5 | 6 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 3 | 4 | 3 | 4 | 3 | 3 | 2 | 2 | 5 | 2 | 2 | 3 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 3 | |
4 | 3555 | models | 161 | 149 | 149 | 142 | 138 | 125 | 119 | 125 | 122 | 105 | 105 | 100 | 97 | 97 | 84 | 72 | 70 | 71 | 63 | 71 | 64 | 56 | 53 | 61 | 48 | 56 | 54 | 49 | 48 | 44 | 49 | 39 | 38 | 38 | 33 | 34 | 33 | 33 | 26 | 25 | 26 | 22 | 19 | 21 | 22 | 15 | 15 | 15 | 17 | 16 | 17 | 16 | 11 | 12 | 11 | 13 | 12 | 9 | 11 | 10 | 14 | 10 | 9 | 11 | 8 | 7 | 8 | 6 | 5 | 6 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 3 | 4 | 3 | 4 | 3 | 3 | 2 | 2 | 5 | 2 | 2 | 3 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 3 | |
5 | 3527 | training | 160 | 148 | 148 | 142 | 137 | 125 | 119 | 124 | 121 | 105 | 105 | 99 | 97 | 97 | 85 | 71 | 71 | 70 | 63 | 70 | 63 | 54 | 52 | 58 | 48 | 53 | 54 | 49 | 47 | 44 | 48 | 39 | 37 | 38 | 35 | 34 | 33 | 31 | 26 | 25 | 26 | 22 | 19 | 20 | 20 | 16 | 16 | 15 | 18 | 15 | 17 | 15 | 12 | 12 | 10 | 13 | 12 | 9 | 11 | 10 | 13 | 9 | 8 | 10 | 8 | 7 | 8 | 6 | 5 | 6 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 3 | 4 | 3 | 4 | 3 | 3 | 2 | 2 | 4 | 2 | 2 | 3 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 3 | |
6 | 3092 | classifier | 139 | 133 | 130 | 124 | 124 | 112 | 111 | 105 | 109 | 96 | 91 | 86 | 86 | 85 | 71 | 66 | 64 | 63 | 60 | 56 | 58 | 47 | 50 | 52 | 47 | 48 | 51 | 44 | 43 | 40 | 35 | 35 | 34 | 33 | 30 | 29 | 28 | 26 | 25 | 20 | 23 | 17 | 18 | 16 | 12 | 13 | 15 | 14 | 14 | 14 | 11 | 10 | 12 | 9 | 10 | 10 | 7 | 8 | 6 | 9 | 7 | 8 | 8 | 10 | 7 | 7 | 8 | 6 | 4 | 6 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 2 | 1 | 3 | 2 | 1 | 2 | 3 | 2 | 2 | 3 | 2 | 2 | 0 | 1 | 1 | 2 | 2 | 2 | |
7 | 3048 | kmeans | 135 | 130 | 130 | 122 | 118 | 106 | 103 | 107 | 104 | 93 | 94 | 86 | 82 | 81 | 69 | 64 | 58 | 60 | 58 | 57 | 59 | 49 | 46 | 50 | 38 | 46 | 50 | 45 | 42 | 35 | 40 | 30 | 32 | 30 | 32 | 33 | 27 | 27 | 20 | 23 | 24 | 18 | 18 | 18 | 16 | 12 | 13 | 12 | 17 | 16 | 12 | 14 | 11 | 10 | 11 | 12 | 11 | 8 | 7 | 10 | 12 | 9 | 8 | 8 | 7 | 5 | 5 | 6 | 4 | 5 | 5 | 5 | 4 | 2 | 4 | 5 | 5 | 4 | 2 | 4 | 3 | 3 | 2 | 1 | 2 | 2 | 3 | 1 | 2 | 3 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 3 | |
8 | 3004 | classification | 136 | 128 | 127 | 122 | 123 | 108 | 105 | 108 | 101 | 92 | 89 | 86 | 81 | 79 | 72 | 61 | 62 | 63 | 55 | 59 | 55 | 48 | 52 | 47 | 48 | 43 | 47 | 42 | 40 | 36 | 39 | 31 | 34 | 29 | 30 | 29 | 29 | 24 | 22 | 23 | 21 | 20 | 15 | 14 | 16 | 14 | 15 | 12 | 13 | 12 | 11 | 10 | 10 | 10 | 7 | 10 | 10 | 9 | 7 | 7 | 7 | 8 | 8 | 8 | 7 | 7 | 6 | 4 | 5 | 4 | 5 | 3 | 4 | 4 | 3 | 4 | 3 | 4 | 3 | 4 | 2 | 3 | 3 | 2 | 2 | 2 | 3 | 2 | 2 | 3 | 1 | 2 | 1 | 1 | 3 | 1 | 1 | 2 | |
9 | 2901 | apriori | 128 | 124 | 123 | 117 | 114 | 102 | 99 | 104 | 99 | 85 | 93 | 86 | 84 | 78 | 70 | 65 | 66 | 64 | 56 | 58 | 55 | 45 | 45 | 48 | 42 | 43 | 46 | 39 | 39 | 33 | 36 | 28 | 33 | 31 | 27 | 26 | 31 | 25 | 18 | 20 | 19 | 18 | 14 | 14 | 16 | 13 | 13 | 11 | 12 | 15 | 10 | 12 | 11 | 9 | 11 | 7 | 7 | 9 | 8 | 8 | 9 | 6 | 8 | 9 | 6 | 6 | 6 | 4 | 5 | 3 | 4 | 4 | 5 | 2 | 4 | 4 | 1 | 2 | 3 | 2 | 1 | 3 | 2 | 2 | 2 | 1 | 4 | 1 | 1 | 3 | 2 | 2 | 1 | 0 | 2 | 1 | 2 | 2 | |
10 | 2647 | svm | 117 | 109 | 110 | 104 | 105 | 93 | 90 | 92 | 87 | 81 | 75 | 76 | 79 | 75 | 59 | 59 | 58 | 50 | 48 | 45 | 47 | 41 | 46 | 48 | 35 | 44 | 40 | 36 | 34 | 36 | 26 | 33 | 28 | 30 | 26 | 27 | 25 | 25 | 24 | 19 | 23 | 16 | 16 | 11 | 13 | 13 | 11 | 13 | 16 | 13 | 10 | 13 | 7 | 8 | 7 | 7 | 9 | 8 | 7 | 7 | 7 | 6 | 6 | 6 | 3 | 7 | 5 | 6 | 4 | 4 | 4 | 2 | 4 | 2 | 4 | 3 | 4 | 3 | 1 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 2 | 1 | 2 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 2 | |
11 | 2521 | usability | 109 | 109 | 102 | 99 | 95 | 83 | 86 | 86 | 87 | 79 | 77 | 71 | 67 | 65 | 64 | 50 | 47 | 47 | 49 | 49 | 50 | 43 | 36 | 45 | 30 | 42 | 39 | 32 | 38 | 32 | 34 | 29 | 27 | 30 | 26 | 26 | 26 | 25 | 20 | 18 | 19 | 13 | 16 | 13 | 14 | 13 | 11 | 12 | 11 | 10 | 10 | 10 | 9 | 6 | 10 | 7 | 8 | 7 | 6 | 7 | 9 | 6 | 5 | 8 | 4 | 4 | 7 | 5 | 4 | 5 | 2 | 4 | 3 | 4 | 3 | 4 | 3 | 3 | 3 | 2 | 3 | 3 | 2 | 2 | 2 | 2 | 1 | 2 | 1 | 0 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 2 | |
12 | 2333 | false positive | 103 | 98 | 96 | 86 | 91 | 76 | 85 | 78 | 78 | 106 | 68 | 65 | 60 | 53 | 55 | 49 | 42 | 51 | 61 | 40 | 49 | 37 | 40 | 36 | 28 | 34 | 42 | 25 | 36 | 24 | 15 | 31 | 28 | 25 | 23 | 21 | 28 | 18 | 21 | 20 | 18 | 17 | 10 | 10 | 7 | 16 | 15 | 12 | 7 | 13 | 7 | 7 | 10 | 6 | 8 | 8 | 5 | 8 | 1 | 6 | 4 | 7 | 6 | 5 | 3 | 6 | 3 | 5 | 5 | 2 | 4 | 5 | 3 | 4 | 2 | 3 | 3 | 3 | 3 | 2 | 3 | 1 | 1 | 2 | 2 | 2 | 0 | 2 | 0 | 3 | 2 | 1 | 2 | 2 | 0 | 0 | 0 | 2 | |
13 | 2202 | support vector machine | 99 | 98 | 92 | 90 | 91 | 79 | 77 | 79 | 78 | 65 | 64 | 58 | 61 | 62 | 57 | 50 | 52 | 42 | 40 | 43 | 41 | 36 | 33 | 31 | 33 | 30 | 32 | 32 | 30 | 26 | 31 | 19 | 26 | 21 | 20 | 23 | 19 | 15 | 14 | 13 | 13 | 10 | 17 | 14 | 8 | 8 | 11 | 6 | 10 | 8 | 12 | 9 | 8 | 9 | 5 | 6 | 10 | 7 | 7 | 6 | 7 | 3 | 5 | 8 | 5 | 4 | 6 | 3 | 4 | 5 | 2 | 2 | 2 | 2 | 2 | 3 | 3 | 3 | 2 | 3 | 1 | 2 | 2 | 2 | 2 | 2 | 3 | 1 | 2 | 2 | 0 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | |
14 | 2201 | training set | 102 | 92 | 93 | 88 | 96 | 76 | 77 | 83 | 74 | 68 | 63 | 68 | 63 | 57 | 49 | 53 | 47 | 48 | 45 | 42 | 34 | 35 | 38 | 33 | 35 | 30 | 30 | 35 | 26 | 29 | 25 | 26 | 25 | 27 | 21 | 19 | 23 | 15 | 17 | 17 | 15 | 13 | 10 | 6 | 9 | 9 | 11 | 9 | 6 | 10 | 9 | 6 | 7 | 7 | 7 | 7 | 4 | 4 | 4 | 2 | 4 | 6 | 4 | 7 | 5 | 5 | 6 | 5 | 5 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 1 | 3 | 3 | 1 | 2 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | |
15 | 2025 | training data | 93 | 84 | 87 | 85 | 85 | 78 | 65 | 64 | 67 | 58 | 62 | 57 | 55 | 57 | 44 | 41 | 41 | 43 | 38 | 35 | 35 | 30 | 32 | 36 | 31 | 33 | 27 | 31 | 25 | 30 | 27 | 25 | 22 | 23 | 19 | 19 | 15 | 17 | 16 | 19 | 14 | 10 | 13 | 10 | 12 | 8 | 5 | 10 | 9 | 10 | 8 | 9 | 6 | 8 | 6 | 7 | 2 | 6 | 7 | 5 | 5 | 5 | 6 | 8 | 5 | 5 | 4 | 2 | 4 | 4 | 3 | 4 | 2 | 2 | 3 | 3 | 2 | 2 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 0 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | |
16 | 1912 | biometrics | 89 | 82 | 82 | 80 | 78 | 73 | 66 | 68 | 67 | 59 | 57 | 48 | 49 | 53 | 42 | 42 | 41 | 37 | 37 | 40 | 36 | 28 | 31 | 41 | 32 | 39 | 22 | 32 | 22 | 22 | 20 | 19 | 20 | 23 | 18 | 18 | 15 | 17 | 14 | 16 | 13 | 10 | 19 | 7 | 9 | 9 | 6 | 8 | 10 | 7 | 4 | 4 | 9 | 8 | 6 | 5 | 4 | 7 | 4 | 5 | 2 | 6 | 5 | 3 | 3 | 6 | 1 | 2 | 1 | 3 | 4 | 3 | 1 | 3 | 1 | 2 | 2 | 2 | 2 | 2 | 1 | 0 | 1 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | |
17 | 1862 | cross validation | 83 | 81 | 76 | 70 | 74 | 63 | 68 | 66 | 64 | 66 | 58 | 56 | 50 | 47 | 43 | 39 | 39 | 34 | 40 | 32 | 35 | 31 | 24 | 27 | 25 | 25 | 29 | 32 | 30 | 19 | 17 | 21 | 23 | 18 | 19 | 17 | 18 | 15 | 14 | 13 | 15 | 9 | 8 | 11 | 9 | 10 | 11 | 8 | 8 | 8 | 7 | 7 | 9 | 7 | 5 | 7 | 3 | 7 | 3 | 4 | 4 | 5 | 3 | 2 | 4 | 6 | 5 | 4 | 3 | 4 | 4 | 4 | 3 | 2 | 3 | 2 | 2 | 2 | 2 | 1 | 3 | 1 | 2 | 2 | 2 | 1 | 2 | 0 | 2 | 2 | 1 | 1 | 2 | 2 | 0 | 0 | 0 | 2 | |
18 | 1862 | cross-validation | 83 | 81 | 76 | 70 | 74 | 63 | 68 | 66 | 64 | 66 | 58 | 56 | 50 | 47 | 43 | 39 | 39 | 34 | 40 | 32 | 35 | 31 | 24 | 27 | 25 | 25 | 29 | 32 | 30 | 19 | 17 | 21 | 23 | 18 | 19 | 17 | 18 | 15 | 14 | 13 | 15 | 9 | 8 | 11 | 9 | 10 | 11 | 8 | 8 | 8 | 7 | 7 | 9 | 7 | 5 | 7 | 3 | 7 | 3 | 4 | 4 | 5 | 3 | 2 | 4 | 6 | 5 | 4 | 3 | 4 | 4 | 4 | 3 | 2 | 3 | 2 | 2 | 2 | 2 | 1 | 3 | 1 | 2 | 2 | 2 | 1 | 2 | 0 | 2 | 2 | 1 | 1 | 2 | 2 | 0 | 0 | 0 | 2 | |
19 | 1815 | sampling | 82 | 80 | 78 | 75 | 76 | 60 | 58 | 64 | 65 | 53 | 57 | 48 | 45 | 53 | 43 | 38 | 35 | 36 | 34 | 29 | 35 | 32 | 30 | 32 | 21 | 31 | 27 | 27 | 26 | 24 | 26 | 21 | 25 | 21 | 19 | 14 | 15 | 18 | 10 | 15 | 12 | 13 | 12 | 10 | 6 | 10 | 9 | 6 | 9 | 10 | 7 | 8 | 7 | 6 | 5 | 5 | 2 | 4 | 5 | 5 | 8 | 6 | 3 | 5 | 4 | 2 | 2 | 0 | 2 | 6 | 2 | 2 | 2 | 4 | 1 | 1 | 3 | 0 | 3 | 1 | 2 | 1 | 3 | 0 | 2 | 0 | 0 | 2 | 1 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | |
20 | 1718 | scalability | 79 | 72 | 73 | 72 | 66 | 60 | 60 | 59 | 63 | 53 | 52 | 47 | 49 | 48 | 47 | 38 | 40 | 34 | 31 | 36 | 31 | 25 | 22 | 22 | 21 | 18 | 25 | 24 | 25 | 24 | 24 | 19 | 16 | 14 | 17 | 15 | 16 | 11 | 15 | 10 | 8 | 8 | 6 | 6 | 9 | 12 | 10 | 9 | 9 | 7 | 6 | 9 | 6 | 4 | 7 | 8 | 5 | 4 | 5 | 7 | 6 | 4 | 6 | 7 | 4 | 5 | 3 | 2 | 2 | 4 | 3 | 4 | 2 | 3 | 2 | 2 | 3 | 1 | 1 | 2 | 0 | 4 | 3 | 1 | 2 | 0 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | 0 | 0 | 2 | 1 | 2 | |
21 | 1590 | specifity | 70 | 66 | 65 | 60 | 56 | 55 | 51 | 52 | 51 | 40 | 46 | 45 | 49 | 44 | 38 | 31 | 41 | 35 | 26 | 36 | 25 | 22 | 19 | 23 | 33 | 21 | 22 | 27 | 17 | 21 | 25 | 22 | 12 | 14 | 15 | 15 | 15 | 17 | 14 | 9 | 11 | 10 | 9 | 13 | 13 | 7 | 7 | 9 | 10 | 8 | 6 | 7 | 4 | 6 | 5 | 5 | 3 | 4 | 6 | 6 | 7 | 3 | 5 | 7 | 7 | 6 | 4 | 4 | 4 | 4 | 2 | 3 | 2 | 2 | 2 | 1 | 2 | 0 | 1 | 1 | 2 | 1 | 2 | 0 | 0 | 0 | 2 | 1 | 1 | 1 | 2 | 0 | 1 | 1 | 1 | 1 | 2 | 1 | |
22 | 1586 | optimization | 77 | 66 | 68 | 68 | 59 | 57 | 52 | 58 | 53 | 41 | 44 | 42 | 43 | 47 | 47 | 36 | 35 | 33 | 24 | 33 | 23 | 28 | 30 | 23 | 28 | 20 | 22 | 17 | 15 | 19 | 23 | 19 | 17 | 9 | 12 | 18 | 11 | 14 | 15 | 9 | 6 | 8 | 8 | 12 | 9 | 8 | 6 | 10 | 13 | 4 | 5 | 6 | 6 | 5 | 5 | 2 | 7 | 5 | 6 | 6 | 7 | 3 | 6 | 5 | 6 | 6 | 4 | 2 | 2 | 2 | 1 | 2 | 4 | 2 | 2 | 3 | 2 | 1 | 3 | 3 | 1 | 3 | 0 | 1 | 0 | 0 | 3 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 3 | 1 | 1 | 3 | |
23 | 1578 | neural network | 72 | 63 | 67 | 66 | 62 | 58 | 48 | 54 | 53 | 41 | 45 | 44 | 39 | 48 | 36 | 34 | 25 | 29 | 24 | 33 | 25 | 25 | 28 | 30 | 28 | 28 | 17 | 28 | 15 | 23 | 25 | 22 | 12 | 17 | 14 | 17 | 13 | 16 | 16 | 13 | 10 | 9 | 11 | 9 | 13 | 6 | 6 | 8 | 8 | 5 | 9 | 6 | 5 | 6 | 3 | 6 | 6 | 3 | 8 | 3 | 5 | 5 | 6 | 2 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 2 | 1 | 2 | 2 | 1 | 0 | 2 | 1 | 1 | 2 | 2 | 1 | 2 | 0 | 2 | 1 | 0 | 0 | 0 | 1 | 1 | 2 | 2 | 2 | 0 | |
24 | 1578 | neural networks | 72 | 63 | 67 | 66 | 62 | 58 | 48 | 54 | 53 | 41 | 45 | 44 | 39 | 48 | 36 | 34 | 25 | 29 | 24 | 33 | 25 | 25 | 28 | 30 | 28 | 28 | 17 | 28 | 15 | 23 | 25 | 22 | 12 | 17 | 14 | 17 | 13 | 16 | 16 | 13 | 10 | 9 | 11 | 9 | 13 | 6 | 6 | 8 | 8 | 5 | 9 | 6 | 5 | 6 | 3 | 6 | 6 | 3 | 8 | 3 | 5 | 5 | 6 | 2 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 2 | 1 | 2 | 2 | 1 | 0 | 2 | 1 | 1 | 2 | 2 | 1 | 2 | 0 | 2 | 1 | 0 | 0 | 0 | 1 | 1 | 2 | 2 | 2 | 0 | |
25 | 1485 | false negative | 63 | 63 | 59 | 56 | 57 | 45 | 52 | 50 | 45 | 61 | 42 | 43 | 36 | 31 | 32 | 28 | 23 | 32 | 64 | 27 | 28 | 27 | 23 | 28 | 17 | 27 | 32 | 17 | 22 | 17 | 7 | 15 | 19 | 20 | 18 | 13 | 19 | 16 | 8 | 12 | 13 | 13 | 9 | 5 | 3 | 11 | 8 | 6 | 4 | 7 | 3 | 4 | 8 | 5 | 8 | 5 | 4 | 2 | 0 | 4 | 3 | 4 | 3 | 4 | 2 | 1 | 2 | 3 | 3 | 2 | 3 | 4 | 1 | 2 | 2 | 3 | 2 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 0 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | |
26 | 1470 | true positive | 63 | 63 | 60 | 56 | 56 | 48 | 54 | 51 | 49 | 65 | 41 | 42 | 36 | 34 | 35 | 33 | 28 | 32 | 38 | 30 | 33 | 21 | 24 | 24 | 17 | 24 | 26 | 15 | 24 | 14 | 7 | 18 | 18 | 18 | 17 | 10 | 18 | 10 | 13 | 12 | 9 | 14 | 6 | 5 | 4 | 11 | 12 | 6 | 5 | 8 | 4 | 3 | 8 | 5 | 2 | 4 | 2 | 6 | 1 | 5 | 0 | 4 | 3 | 5 | 2 | 5 | 2 | 3 | 3 | 1 | 3 | 3 | 1 | 3 | 0 | 2 | 1 | 2 | 3 | 1 | 1 | 0 | 1 | 2 | 1 | 1 | 0 | 2 | 0 | 3 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | |
27 | 1452 | convergence | 65 | 59 | 60 | 62 | 57 | 56 | 43 | 48 | 52 | 37 | 49 | 42 | 44 | 40 | 31 | 29 | 33 | 27 | 21 | 28 | 28 | 23 | 19 | 27 | 25 | 26 | 18 | 21 | 20 | 18 | 21 | 14 | 11 | 21 | 13 | 12 | 10 | 17 | 9 | 5 | 10 | 4 | 12 | 10 | 10 | 5 | 5 | 3 | 8 | 7 | 10 | 6 | 3 | 10 | 4 | 8 | 5 | 2 | 8 | 5 | 4 | 2 | 4 | 3 | 4 | 4 | 2 | 1 | 1 | 4 | 3 | 1 | 2 | 2 | 2 | 2 | 2 | 1 | 2 | 2 | 0 | 1 | 2 | 1 | 0 | 2 | 2 | 1 | 2 | 2 | 0 | 1 | 0 | 1 | 1 | 2 | 1 | 0 | |
28 | 1435 | feature vector | 66 | 61 | 59 | 58 | 53 | 52 | 56 | 52 | 48 | 46 | 37 | 36 | 39 | 34 | 35 | 31 | 32 | 27 | 29 | 28 | 25 | 27 | 28 | 24 | 24 | 23 | 22 | 18 | 19 | 19 | 18 | 18 | 13 | 17 | 13 | 12 | 11 | 13 | 13 | 13 | 9 | 9 | 11 | 8 | 6 | 8 | 7 | 9 | 5 | 6 | 4 | 5 | 1 | 4 | 4 | 4 | 6 | 5 | 3 | 3 | 2 | 3 | 4 | 5 | 3 | 3 | 3 | 1 | 1 | 3 | 1 | 0 | 1 | 3 | 1 | 1 | 2 | 3 | 2 | 2 | 0 | 0 | 0 | 2 | 1 | 2 | 0 | 2 | 0 | 2 | 1 | 1 | 0 | 1 | 1 | 1 | 2 | 0 | |
29 | 1403 | parsing | 61 | 60 | 59 | 50 | 51 | 43 | 48 | 44 | 52 | 43 | 42 | 42 | 30 | 40 | 33 | 34 | 26 | 31 | 22 | 29 | 25 | 19 | 19 | 22 | 17 | 21 | 19 | 23 | 22 | 18 | 17 | 16 | 15 | 15 | 12 | 18 | 15 | 10 | 12 | 8 | 15 | 10 | 5 | 9 | 8 | 6 | 8 | 5 | 4 | 6 | 9 | 9 | 4 | 7 | 3 | 6 | 4 | 2 | 3 | 3 | 6 | 5 | 3 | 3 | 5 | 3 | 4 | 3 | 3 | 4 | 2 | 3 | 2 | 1 | 1 | 1 | 2 | 3 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 2 | 4 | 0 | 1 | 1 | 1 | 1 | 2 | 2 | 0 | 0 | 1 | 1 | |
30 | 1401 | random forest | 62 | 61 | 59 | 52 | 59 | 49 | 52 | 51 | 48 | 47 | 39 | 42 | 36 | 37 | 33 | 30 | 31 | 30 | 27 | 26 | 26 | 23 | 29 | 18 | 25 | 15 | 20 | 21 | 20 | 17 | 16 | 22 | 19 | 10 | 13 | 11 | 20 | 11 | 16 | 11 | 9 | 9 | 4 | 7 | 7 | 9 | 5 | 11 | 3 | 10 | 3 | 3 | 4 | 4 | 4 | 2 | 2 | 5 | 2 | 4 | 1 | 4 | 4 | 2 | 2 | 4 | 2 | 3 | 3 | 1 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 0 | 1 | 0 | 0 | 1 | 1 | 1 | 2 | 0 | 0 | 2 | 1 | 1 | 2 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | |
31 | 1401 | random-forest | 62 | 61 | 59 | 52 | 59 | 49 | 52 | 51 | 48 | 47 | 39 | 42 | 36 | 37 | 33 | 30 | 31 | 30 | 27 | 26 | 26 | 23 | 29 | 18 | 25 | 15 | 20 | 21 | 20 | 17 | 16 | 22 | 19 | 10 | 13 | 11 | 20 | 11 | 16 | 11 | 9 | 9 | 4 | 7 | 7 | 9 | 5 | 11 | 3 | 10 | 3 | 3 | 4 | 4 | 4 | 2 | 2 | 5 | 2 | 4 | 1 | 4 | 4 | 2 | 2 | 4 | 2 | 3 | 3 | 1 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 0 | 1 | 0 | 0 | 1 | 1 | 1 | 2 | 0 | 0 | 2 | 1 | 1 | 2 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | |
32 | 1375 | semantic | 65 | 57 | 57 | 56 | 48 | 51 | 49 | 47 | 47 | 40 | 43 | 38 | 41 | 37 | 39 | 27 | 24 | 32 | 23 | 27 | 23 | 20 | 20 | 21 | 21 | 19 | 27 | 13 | 14 | 18 | 21 | 15 | 12 | 14 | 11 | 12 | 12 | 10 | 9 | 8 | 12 | 9 | 4 | 8 | 7 | 7 | 6 | 5 | 8 | 6 | 8 | 7 | 5 | 4 | 5 | 4 | 6 | 0 | 4 | 4 | 6 | 5 | 6 | 5 | 3 | 1 | 5 | 2 | 3 | 2 | 3 | 3 | 3 | 2 | 2 | 0 | 1 | 2 | 0 | 1 | 2 | 1 | 0 | 1 | 0 | 2 | 2 | 1 | 1 | 3 | 1 | 2 | 0 | 1 | 2 | 1 | 1 | 0 | |
33 | 1310 | clustering | 58 | 57 | 52 | 52 | 53 | 47 | 48 | 45 | 41 | 45 | 40 | 40 | 37 | 29 | 27 | 23 | 22 | 29 | 28 | 20 | 23 | 20 | 26 | 21 | 14 | 17 | 24 | 15 | 16 | 14 | 12 | 16 | 20 | 12 | 13 | 15 | 15 | 12 | 11 | 14 | 15 | 13 | 3 | 6 | 7 | 9 | 7 | 10 | 7 | 7 | 4 | 6 | 4 | 1 | 6 | 4 | 3 | 6 | 2 | 5 | 3 | 3 | 4 | 1 | 0 | 3 | 0 | 4 | 3 | 0 | 3 | 2 | 2 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 0 | 0 | 2 | 1 | 0 | 0 | 1 | 0 | 2 | 2 | 2 | 1 | 1 | 0 | 0 | 0 | |
34 | 1308 | robustness | 59 | 50 | 55 | 52 | 53 | 40 | 47 | 41 | 45 | 40 | 38 | 36 | 33 | 36 | 30 | 27 | 24 | 25 | 25 | 20 | 25 | 29 | 24 | 26 | 18 | 23 | 17 | 18 | 16 | 16 | 14 | 20 | 14 | 15 | 15 | 12 | 10 | 13 | 13 | 9 | 6 | 9 | 7 | 7 | 5 | 9 | 3 | 7 | 11 | 5 | 4 | 6 | 7 | 8 | 2 | 4 | 4 | 2 | 2 | 3 | 3 | 4 | 5 | 0 | 2 | 2 | 1 | 2 | 2 | 3 | 3 | 4 | 2 | 2 | 1 | 2 | 2 | 1 | 2 | 0 | 2 | 2 | 2 | 2 | 0 | 1 | 1 | 2 | 1 | 1 | 2 | 0 | 1 | 2 | 1 | 1 | 0 | 1 | |
35 | 1293 | decision tree | 59 | 56 | 53 | 50 | 51 | 50 | 46 | 44 | 41 | 43 | 42 | 35 | 35 | 33 | 32 | 24 | 25 | 29 | 25 | 26 | 19 | 23 | 22 | 17 | 24 | 14 | 18 | 21 | 15 | 13 | 15 | 16 | 12 | 10 | 11 | 15 | 11 | 12 | 11 | 8 | 10 | 8 | 6 | 7 | 9 | 5 | 7 | 8 | 5 | 6 | 5 | 7 | 8 | 4 | 6 | 5 | 5 | 4 | 5 | 3 | 2 | 2 | 5 | 4 | 2 | 2 | 0 | 4 | 1 | 1 | 3 | 3 | 1 | 2 | 2 | 0 | 2 | 1 | 2 | 1 | 2 | 2 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 1 | 1 | 2 | 0 | 1 | 2 | 1 | 2 | 0 | |
36 | 1290 | variance | 62 | 56 | 55 | 54 | 59 | 44 | 48 | 40 | 48 | 37 | 41 | 35 | 43 | 33 | 27 | 27 | 32 | 28 | 19 | 22 | 20 | 24 | 15 | 19 | 17 | 17 | 19 | 21 | 17 | 17 | 17 | 16 | 14 | 15 | 13 | 13 | 6 | 11 | 11 | 8 | 10 | 6 | 9 | 9 | 4 | 4 | 4 | 6 | 3 | 3 | 3 | 5 | 6 | 6 | 4 | 4 | 4 | 3 | 3 | 1 | 3 | 4 | 3 | 3 | 4 | 2 | 1 | 4 | 2 | 4 | 2 | 2 | 1 | 2 | 2 | 0 | 0 | 3 | 1 | 1 | 2 | 3 | 0 | 2 | 0 | 1 | 3 | 0 | 2 | 0 | 2 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | |
37 | 1224 | introspection | 53 | 51 | 48 | 48 | 45 | 39 | 41 | 42 | 42 | 38 | 41 | 31 | 24 | 27 | 32 | 27 | 19 | 22 | 21 | 24 | 23 | 23 | 22 | 17 | 12 | 16 | 18 | 12 | 18 | 12 | 19 | 18 | 15 | 11 | 7 | 12 | 11 | 8 | 14 | 10 | 5 | 8 | 3 | 8 | 9 | 9 | 9 | 9 | 6 | 6 | 8 | 12 | 6 | 2 | 5 | 6 | 5 | 5 | 5 | 4 | 9 | 3 | 3 | 6 | 2 | 3 | 2 | 4 | 3 | 1 | 2 | 2 | 3 | 0 | 2 | 1 | 1 | 3 | 2 | 2 | 2 | 4 | 1 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 2 | 0 | 2 | 1 | 0 | 1 | 1 | 0 | |
38 | 1203 | feature extraction | 56 | 54 | 50 | 48 | 49 | 42 | 44 | 41 | 39 | 39 | 32 | 36 | 30 | 33 | 30 | 34 | 29 | 21 | 26 | 21 | 29 | 19 | 17 | 19 | 18 | 18 | 17 | 17 | 19 | 14 | 12 | 13 | 15 | 13 | 13 | 9 | 11 | 8 | 9 | 5 | 8 | 5 | 7 | 5 | 1 | 4 | 5 | 6 | 5 | 5 | 4 | 3 | 6 | 4 | 2 | 4 | 5 | 3 | 1 | 3 | 1 | 4 | 2 | 2 | 3 | 5 | 3 | 1 | 1 | 4 | 1 | 2 | 1 | 2 | 2 | 0 | 3 | 2 | 2 | 2 | 2 | 0 | 2 | 2 | 1 | 1 | 1 | 0 | 1 | 2 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | |
39 | 1163 | regression | 48 | 49 | 45 | 48 | 42 | 45 | 37 | 40 | 37 | 31 | 39 | 28 | 37 | 28 | 30 | 21 | 28 | 22 | 19 | 30 | 17 | 18 | 18 | 16 | 18 | 14 | 17 | 16 | 14 | 17 | 19 | 11 | 13 | 12 | 9 | 12 | 11 | 12 | 7 | 8 | 10 | 9 | 9 | 7 | 7 | 6 | 8 | 5 | 6 | 4 | 4 | 6 | 6 | 3 | 5 | 3 | 6 | 5 | 4 | 4 | 3 | 3 | 3 | 4 | 2 | 0 | 2 | 1 | 2 | 1 | 1 | 3 | 2 | 3 | 3 | 1 | 1 | 2 | 1 | 3 | 1 | 3 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 3 | 1 | 1 | 0 | |
40 | 1146 | bias | 53 | 46 | 47 | 49 | 48 | 41 | 43 | 41 | 39 | 35 | 32 | 28 | 31 | 32 | 28 | 25 | 22 | 23 | 25 | 21 | 14 | 19 | 24 | 17 | 20 | 16 | 17 | 14 | 16 | 22 | 13 | 12 | 14 | 10 | 9 | 11 | 13 | 9 | 9 | 7 | 6 | 6 | 5 | 5 | 6 | 4 | 7 | 4 | 8 | 4 | 4 | 4 | 5 | 4 | 3 | 4 | 5 | 3 | 3 | 4 | 2 | 2 | 3 | 3 | 3 | 3 | 0 | 5 | 2 | 0 | 0 | 2 | 1 | 1 | 1 | 1 | 2 | 0 | 2 | 2 | 1 | 2 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 2 | 1 | 1 | 0 | |
41 | 1129 | labeling | 52 | 48 | 46 | 42 | 48 | 38 | 43 | 37 | 39 | 42 | 36 | 29 | 30 | 24 | 27 | 21 | 23 | 24 | 27 | 16 | 20 | 20 | 25 | 13 | 16 | 12 | 26 | 14 | 18 | 13 | 10 | 13 | 22 | 10 | 6 | 10 | 15 | 6 | 8 | 9 | 8 | 5 | 1 | 3 | 5 | 9 | 10 | 5 | 3 | 5 | 4 | 2 | 7 | 3 | 4 | 3 | 4 | 5 | 2 | 3 | 1 | 6 | 2 | 0 | 3 | 1 | 2 | 2 | 3 | 1 | 2 | 3 | 1 | 2 | 2 | 0 | 0 | 1 | 1 | 1 | 2 | 0 | 0 | 2 | 2 | 2 | 0 | 0 | 1 | 1 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 0 | |
42 | 1112 | deep learning | 50 | 45 | 45 | 45 | 45 | 44 | 37 | 35 | 35 | 26 | 31 | 29 | 32 | 32 | 26 | 22 | 24 | 24 | 18 | 25 | 20 | 18 | 20 | 22 | 24 | 20 | 11 | 19 | 11 | 15 | 20 | 14 | 8 | 14 | 11 | 7 | 8 | 12 | 10 | 8 | 7 | 7 | 8 | 4 | 8 | 5 | 6 | 5 | 4 | 4 | 7 | 4 | 3 | 3 | 2 | 3 | 3 | 2 | 6 | 2 | 3 | 2 | 6 | 3 | 3 | 4 | 3 | 1 | 2 | 2 | 1 | 2 | 1 | 3 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | 2 | 0 | 0 | 1 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 2 | 0 | |
43 | 1073 | supervised learning | 46 | 44 | 44 | 39 | 45 | 40 | 41 | 38 | 37 | 33 | 29 | 28 | 32 | 24 | 23 | 20 | 26 | 19 | 22 | 20 | 15 | 16 | 19 | 13 | 22 | 11 | 16 | 15 | 12 | 11 | 13 | 13 | 14 | 5 | 12 | 10 | 10 | 8 | 10 | 12 | 7 | 4 | 4 | 4 | 6 | 9 | 6 | 6 | 4 | 8 | 4 | 5 | 7 | 3 | 4 | 6 | 3 | 4 | 3 | 3 | 1 | 3 | 1 | 1 | 2 | 0 | 3 | 3 | 3 | 2 | 3 | 2 | 2 | 2 | 4 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 0 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 0 | 1 | 0 | |
44 | 1073 | unsupervised learning | 46 | 44 | 44 | 39 | 45 | 40 | 41 | 38 | 37 | 33 | 29 | 28 | 32 | 24 | 23 | 20 | 26 | 19 | 22 | 20 | 15 | 16 | 19 | 13 | 22 | 11 | 16 | 15 | 12 | 11 | 13 | 13 | 14 | 5 | 12 | 10 | 10 | 8 | 10 | 12 | 7 | 4 | 4 | 4 | 6 | 9 | 6 | 6 | 4 | 8 | 4 | 5 | 7 | 3 | 4 | 6 | 3 | 4 | 3 | 3 | 1 | 3 | 1 | 1 | 2 | 0 | 3 | 3 | 3 | 2 | 3 | 2 | 2 | 2 | 4 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 0 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 0 | 1 | 0 | |
45 | 1059 | test set | 50 | 44 | 45 | 44 | 43 | 39 | 38 | 41 | 35 | 31 | 28 | 29 | 27 | 31 | 24 | 27 | 24 | 25 | 20 | 23 | 19 | 19 | 15 | 19 | 16 | 17 | 13 | 22 | 13 | 12 | 13 | 10 | 8 | 12 | 10 | 5 | 12 | 10 | 9 | 10 | 6 | 3 | 6 | 4 | 6 | 6 | 3 | 6 | 1 | 4 | 4 | 1 | 4 | 5 | 4 | 4 | 1 | 3 | 4 | 2 | 3 | 0 | 2 | 4 | 5 | 3 | 3 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | |
46 | 1032 | metacognition | 46 | 43 | 47 | 45 | 42 | 38 | 29 | 29 | 41 | 26 | 31 | 32 | 26 | 33 | 24 | 27 | 22 | 19 | 13 | 17 | 25 | 22 | 12 | 24 | 17 | 22 | 12 | 18 | 13 | 15 | 15 | 10 | 5 | 15 | 13 | 11 | 4 | 13 | 6 | 8 | 6 | 6 | 13 | 9 | 5 | 3 | 2 | 1 | 6 | 2 | 3 | 3 | 2 | 5 | 1 | 2 | 1 | 1 | 4 | 2 | 4 | 3 | 4 | 2 | 3 | 2 | 2 | 1 | 2 | 4 | 0 | 0 | 1 | 1 | 1 | 3 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | |
47 | 968 | kmedians | 45 | 41 | 41 | 41 | 38 | 36 | 32 | 32 | 31 | 28 | 33 | 28 | 22 | 25 | 24 | 17 | 18 | 23 | 20 | 20 | 19 | 18 | 18 | 14 | 15 | 14 | 18 | 9 | 15 | 12 | 14 | 9 | 15 | 7 | 9 | 8 | 7 | 7 | 6 | 5 | 6 | 5 | 4 | 8 | 5 | 5 | 5 | 3 | 6 | 6 | 4 | 3 | 5 | 4 | 3 | 3 | 2 | 4 | 3 | 5 | 5 | 2 | 4 | 2 | 2 | 2 | 2 | 1 | 2 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 2 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 2 | |
48 | 967 | feature selection | 43 | 43 | 44 | 37 | 42 | 36 | 36 | 30 | 30 | 33 | 31 | 28 | 25 | 28 | 22 | 20 | 24 | 21 | 17 | 16 | 20 | 19 | 15 | 18 | 12 | 17 | 14 | 11 | 15 | 9 | 9 | 14 | 14 | 9 | 7 | 6 | 10 | 8 | 9 | 7 | 5 | 4 | 7 | 4 | 2 | 5 | 4 | 5 | 5 | 3 | 5 | 1 | 6 | 5 | 2 | 1 | 0 | 4 | 2 | 3 | 0 | 3 | 2 | 3 | 1 | 1 | 2 | 2 | 2 | 2 | 0 | 2 | 3 | 2 | 0 | 0 | 1 | 0 | 3 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | |
49 | 880 | discourse | 40 | 39 | 37 | 35 | 38 | 34 | 30 | 33 | 33 | 27 | 31 | 26 | 23 | 26 | 15 | 16 | 7 | 25 | 17 | 18 | 19 | 17 | 16 | 16 | 9 | 15 | 15 | 14 | 16 | 12 | 11 | 8 | 12 | 9 | 5 | 6 | 8 | 5 | 4 | 5 | 6 | 5 | 0 | 5 | 4 | 4 | 3 | 3 | 2 | 3 | 2 | 4 | 2 | 1 | 7 | 2 | 2 | 3 | 2 | 2 | 2 | 4 | 1 | 2 | 1 | 0 | 4 | 2 | 0 | 2 | 3 | 2 | 2 | 3 | 2 | 1 | 0 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 0 | 1 | 1 | 2 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | |
50 | 854 | logistic regression | 36 | 35 | 33 | 34 | 30 | 37 | 28 | 29 | 27 | 22 | 30 | 22 | 29 | 20 | 22 | 14 | 22 | 19 | 12 | 20 | 12 | 11 | 16 | 11 | 15 | 9 | 15 | 10 | 8 | 11 | 13 | 8 | 11 | 8 | 6 | 9 | 9 | 8 | 5 | 7 | 7 | 7 | 5 | 6 | 5 | 6 | 6 | 3 | 4 | 3 | 4 | 4 | 5 | 1 | 4 | 2 | 4 | 5 | 4 | 4 | 2 | 2 | 3 | 3 | 2 | 0 | 1 | 0 | 2 | 0 | 0 | 2 | 2 | 3 | 2 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 0 | 2 | 1 | 1 | 0 | |
51 | 831 | nearest neighbor | 41 | 39 | 36 | 36 | 39 | 32 | 27 | 30 | 26 | 28 | 25 | 25 | 25 | 23 | 16 | 19 | 22 | 17 | 19 | 15 | 11 | 15 | 11 | 13 | 15 | 11 | 10 | 13 | 7 | 9 | 11 | 8 | 7 | 5 | 15 | 10 | 4 | 9 | 6 | 9 | 5 | 5 | 7 | 4 | 1 | 4 | 3 | 2 | 2 | 4 | 1 | 2 | 4 | 1 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 2 | 1 | 2 | 1 | 2 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 1 | 2 | 1 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | |
52 | 789 | distributed systems | 35 | 33 | 32 | 32 | 30 | 27 | 26 | 27 | 30 | 25 | 27 | 21 | 16 | 24 | 17 | 17 | 6 | 18 | 17 | 18 | 14 | 13 | 10 | 14 | 9 | 12 | 10 | 14 | 15 | 9 | 10 | 5 | 10 | 8 | 10 | 9 | 9 | 8 | 4 | 4 | 7 | 6 | 5 | 6 | 4 | 3 | 2 | 2 | 6 | 1 | 4 | 5 | 2 | 4 | 2 | 4 | 2 | 0 | 2 | 1 | 4 | 3 | 3 | 1 | 2 | 1 | 2 | 1 | 1 | 3 | 2 | 2 | 1 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 1 | 1 | 2 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | |
53 | 730 | social networks | 33 | 31 | 33 | 28 | 32 | 29 | 26 | 25 | 28 | 24 | 23 | 22 | 21 | 19 | 9 | 18 | 11 | 17 | 18 | 7 | 14 | 11 | 17 | 15 | 9 | 15 | 16 | 10 | 15 | 8 | 4 | 5 | 14 | 8 | 6 | 8 | 8 | 5 | 4 | 6 | 10 | 2 | 3 | 1 | 2 | 2 | 3 | 4 | 2 | 2 | 0 | 2 | 0 | 2 | 4 | 0 | 1 | 6 | 0 | 2 | 2 | 3 | 3 | 2 | 2 | 1 | 1 | 2 | 1 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | |
54 | 707 | detection rates | 29 | 27 | 28 | 27 | 26 | 23 | 29 | 17 | 23 | 31 | 23 | 18 | 23 | 13 | 22 | 17 | 19 | 14 | 17 | 9 | 12 | 8 | 11 | 7 | 12 | 7 | 13 | 10 | 11 | 8 | 5 | 10 | 7 | 6 | 5 | 6 | 7 | 3 | 9 | 8 | 5 | 6 | 4 | 2 | 1 | 4 | 5 | 5 | 2 | 0 | 2 | 3 | 6 | 2 | 4 | 2 | 3 | 2 | 0 | 1 | 0 | 4 | 3 | 3 | 1 | 1 | 0 | 5 | 4 | 0 | 1 | 3 | 0 | 1 | 1 | 0 | 0 | 2 | 0 | 0 | 2 | 1 | 0 | 1 | 2 | 1 | 0 | 0 | 0 | 2 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | |
55 | 686 | knn | 33 | 32 | 28 | 30 | 32 | 27 | 24 | 23 | 22 | 25 | 21 | 19 | 19 | 19 | 17 | 18 | 15 | 15 | 14 | 12 | 11 | 12 | 8 | 9 | 12 | 8 | 9 | 11 | 7 | 5 | 9 | 5 | 6 | 6 | 13 | 8 | 3 | 6 | 5 | 5 | 5 | 5 | 5 | 3 | 1 | 5 | 4 | 1 | 2 | 2 | 1 | 3 | 3 | 2 | 2 | 2 | 1 | 2 | 2 | 0 | 2 | 0 | 1 | 0 | 2 | 5 | 1 | 2 | 1 | 2 | 2 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 2 | |
56 | 683 | backpropagation | 31 | 28 | 29 | 29 | 26 | 24 | 24 | 21 | 26 | 20 | 22 | 21 | 21 | 23 | 21 | 14 | 12 | 12 | 12 | 11 | 10 | 6 | 7 | 11 | 8 | 9 | 11 | 7 | 9 | 9 | 9 | 7 | 9 | 7 | 4 | 10 | 5 | 6 | 5 | 5 | 6 | 5 | 5 | 3 | 3 | 5 | 5 | 2 | 4 | 3 | 3 | 2 | 2 | 2 | 3 | 2 | 3 | 2 | 2 | 2 | 1 | 2 | 4 | 2 | 2 | 1 | 3 | 2 | 1 | 1 | 2 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 1 | 1 | 2 | 0 | 1 | 1 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 1 | |
57 | 664 | stemming | 29 | 28 | 25 | 24 | 26 | 24 | 21 | 27 | 19 | 20 | 21 | 23 | 11 | 18 | 16 | 14 | 8 | 14 | 17 | 14 | 10 | 15 | 8 | 10 | 4 | 9 | 14 | 4 | 8 | 7 | 10 | 8 | 7 | 6 | 8 | 10 | 7 | 4 | 7 | 4 | 7 | 4 | 2 | 5 | 3 | 5 | 5 | 5 | 2 | 1 | 5 | 5 | 4 | 1 | 2 | 0 | 3 | 1 | 4 | 3 | 3 | 2 | 1 | 2 | 1 | 1 | 4 | 1 | 3 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 1 | 2 | 0 | 1 | 1 | 1 | 1 | 2 | 0 | 1 | 0 | 2 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | |
58 | 642 | metaheuristic | 30 | 26 | 25 | 27 | 26 | 18 | 26 | 26 | 23 | 22 | 16 | 21 | 22 | 14 | 15 | 9 | 13 | 15 | 14 | 6 | 9 | 11 | 12 | 9 | 10 | 7 | 10 | 8 | 10 | 9 | 6 | 9 | 7 | 10 | 2 | 6 | 11 | 4 | 6 | 5 | 6 | 5 | 1 | 1 | 1 | 5 | 6 | 5 | 3 | 1 | 1 | 2 | 3 | 4 | 4 | 1 | 1 | 1 | 1 | 2 | 2 | 0 | 1 | 2 | 1 | 0 | 1 | 3 | 0 | 1 | 1 | 1 | 0 | 2 | 2 | 0 | 0 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
59 | 638 | metaheuristics | 27 | 26 | 28 | 23 | 23 | 19 | 22 | 22 | 20 | 22 | 20 | 16 | 15 | 14 | 19 | 13 | 10 | 15 | 10 | 12 | 7 | 8 | 11 | 10 | 10 | 9 | 12 | 8 | 12 | 9 | 7 | 9 | 8 | 4 | 6 | 5 | 10 | 8 | 7 | 4 | 3 | 3 | 0 | 2 | 4 | 4 | 6 | 6 | 2 | 6 | 3 | 5 | 3 | 1 | 1 | 2 | 1 | 2 | 0 | 1 | 4 | 2 | 0 | 1 | 2 | 0 | 1 | 4 | 3 | 0 | 0 | 4 | 1 | 1 | 1 | 0 | 1 | 1 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 2 | 2 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | |
60 | 619 | k-nearest | 31 | 29 | 26 | 27 | 29 | 26 | 22 | 23 | 21 | 20 | 19 | 17 | 18 | 17 | 12 | 13 | 16 | 12 | 14 | 13 | 9 | 12 | 7 | 11 | 11 | 9 | 6 | 10 | 7 | 8 | 10 | 4 | 5 | 5 | 12 | 7 | 4 | 7 | 4 | 6 | 4 | 5 | 6 | 3 | 1 | 2 | 2 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 0 | 1 | 2 | 1 | 1 | 1 | 1 | 0 | 1 | 1 | 2 | 2 | 1 | 1 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
61 | 597 | deep neural network | 26 | 25 | 25 | 25 | 25 | 26 | 20 | 18 | 20 | 12 | 15 | 15 | 16 | 19 | 13 | 12 | 12 | 12 | 8 | 14 | 7 | 9 | 12 | 11 | 15 | 10 | 7 | 14 | 4 | 10 | 13 | 6 | 3 | 7 | 5 | 7 | 4 | 6 | 3 | 6 | 3 | 4 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 3 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 2 | 2 | 2 | 4 | 0 | 2 | 2 | 3 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | |
62 | 592 | true negative | 25 | 26 | 25 | 24 | 23 | 22 | 21 | 24 | 16 | 23 | 16 | 18 | 11 | 10 | 11 | 10 | 9 | 12 | 21 | 16 | 12 | 10 | 8 | 12 | 7 | 12 | 12 | 6 | 9 | 7 | 5 | 5 | 7 | 8 | 8 | 3 | 8 | 6 | 4 | 7 | 4 | 4 | 4 | 2 | 3 | 2 | 3 | 3 | 2 | 3 | 3 | 1 | 4 | 2 | 1 | 4 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 4 | 0 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 0 | 1 | 2 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
63 | 570 | anomaly detection | 23 | 23 | 24 | 22 | 24 | 19 | 24 | 21 | 18 | 20 | 15 | 14 | 14 | 9 | 13 | 8 | 9 | 7 | 12 | 9 | 7 | 11 | 11 | 8 | 7 | 7 | 8 | 6 | 5 | 7 | 6 | 8 | 3 | 6 | 6 | 8 | 5 | 6 | 5 | 26 | 6 | 7 | 4 | 3 | 1 | 5 | 4 | 4 | 2 | 3 | 1 | 2 | 2 | 1 | 3 | 2 | 0 | 3 | 1 | 3 | 2 | 1 | 2 | 2 | 2 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | |
64 | 570 | convolutional neural | 25 | 23 | 24 | 24 | 24 | 23 | 17 | 20 | 20 | 12 | 16 | 15 | 15 | 20 | 10 | 9 | 12 | 12 | 9 | 14 | 7 | 11 | 8 | 8 | 11 | 8 | 7 | 14 | 5 | 11 | 11 | 7 | 3 | 3 | 5 | 7 | 3 | 7 | 5 | 4 | 2 | 2 | 4 | 6 | 6 | 0 | 3 | 2 | 3 | 1 | 4 | 2 | 2 | 2 | 1 | 2 | 0 | 1 | 5 | 2 | 1 | 3 | 2 | 2 | 3 | 1 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 0 | |
65 | 567 | regularization | 25 | 19 | 23 | 23 | 24 | 21 | 20 | 21 | 20 | 15 | 18 | 15 | 17 | 14 | 9 | 11 | 11 | 12 | 8 | 14 | 6 | 14 | 12 | 8 | 9 | 5 | 6 | 5 | 6 | 9 | 11 | 7 | 7 | 2 | 5 | 10 | 4 | 4 | 5 | 8 | 4 | 4 | 3 | 5 | 3 | 4 | 1 | 2 | 4 | 2 | 3 | 3 | 1 | 3 | 3 | 1 | 1 | 2 | 4 | 3 | 1 | 2 | 3 | 2 | 2 | 1 | 1 | 0 | 1 | 0 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | |
66 | 555 | natural language processing | 25 | 25 | 22 | 24 | 21 | 22 | 19 | 19 | 17 | 18 | 18 | 15 | 19 | 15 | 13 | 15 | 11 | 12 | 10 | 6 | 13 | 7 | 10 | 7 | 8 | 6 | 13 | 5 | 6 | 10 | 5 | 8 | 5 | 6 | 6 | 5 | 4 | 5 | 6 | 4 | 6 | 2 | 1 | 3 | 2 | 4 | 3 | 1 | 1 | 4 | 1 | 3 | 1 | 1 | 2 | 0 | 1 | 0 | 3 | 2 | 3 | 0 | 1 | 1 | 1 | 0 | 3 | 2 | 1 | 0 | 1 | 0 | 1 | 1 | 3 | 1 | 0 | 0 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | |
67 | 553 | scikit-learn | 25 | 23 | 20 | 19 | 22 | 21 | 23 | 21 | 20 | 21 | 17 | 15 | 18 | 12 | 14 | 11 | 17 | 10 | 12 | 12 | 13 | 7 | 10 | 6 | 10 | 4 | 12 | 9 | 8 | 5 | 6 | 7 | 7 | 6 | 2 | 4 | 5 | 4 | 6 | 2 | 3 | 4 | 2 | 4 | 2 | 3 | 4 | 3 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 1 | 1 | 0 | 2 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
68 | 551 | boosting | 22 | 22 | 23 | 20 | 19 | 17 | 15 | 14 | 21 | 16 | 21 | 14 | 16 | 14 | 13 | 14 | 9 | 14 | 9 | 7 | 9 | 8 | 8 | 12 | 11 | 11 | 6 | 10 | 8 | 9 | 6 | 7 | 5 | 8 | 6 | 3 | 4 | 8 | 4 | 5 | 3 | 6 | 4 | 3 | 1 | 5 | 4 | 3 | 3 | 5 | 1 | 2 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 2 | 0 | 1 | 2 | 1 | 1 | 2 | 0 | 1 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | |
69 | 534 | time-series | 22 | 24 | 23 | 23 | 23 | 16 | 17 | 18 | 21 | 16 | 19 | 15 | 13 | 15 | 11 | 14 | 11 | 11 | 10 | 5 | 11 | 12 | 7 | 10 | 3 | 10 | 5 | 5 | 10 | 9 | 7 | 8 | 8 | 7 | 5 | 4 | 3 | 7 | 4 | 4 | 4 | 5 | 8 | 2 | 0 | 4 | 2 | 2 | 1 | 2 | 0 | 2 | 2 | 3 | 1 | 0 | 1 | 2 | 1 | 2 | 3 | 2 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | |
70 | 533 | supervised machine learning | 22 | 22 | 22 | 18 | 22 | 17 | 20 | 19 | 18 | 21 | 16 | 16 | 14 | 14 | 17 | 7 | 11 | 11 | 13 | 11 | 5 | 9 | 7 | 3 | 10 | 3 | 5 | 8 | 5 | 7 | 9 | 9 | 7 | 3 | 5 | 8 | 2 | 1 | 5 | 5 | 3 | 2 | 1 | 3 | 4 | 2 | 4 | 3 | 1 | 2 | 4 | 5 | 3 | 2 | 2 | 2 | 3 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 0 | 3 | 3 | 1 | 0 | 1 | 1 | 0 | 1 | 1 | 2 | 0 | 3 | 2 | 0 | 1 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | |
71 | 533 | unsupervised machine learning | 22 | 22 | 22 | 18 | 22 | 17 | 20 | 19 | 18 | 21 | 16 | 16 | 14 | 14 | 17 | 7 | 11 | 11 | 13 | 11 | 5 | 9 | 7 | 3 | 10 | 3 | 5 | 8 | 5 | 7 | 9 | 9 | 7 | 3 | 5 | 8 | 2 | 1 | 5 | 5 | 3 | 2 | 1 | 3 | 4 | 2 | 4 | 3 | 1 | 2 | 4 | 5 | 3 | 2 | 2 | 2 | 3 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 0 | 3 | 3 | 1 | 0 | 1 | 1 | 0 | 1 | 1 | 2 | 0 | 3 | 2 | 0 | 1 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | |
72 | 515 | stochastic | 22 | 20 | 20 | 20 | 19 | 20 | 15 | 16 | 18 | 9 | 12 | 17 | 19 | 14 | 10 | 9 | 13 | 11 | 7 | 12 | 4 | 9 | 7 | 9 | 11 | 8 | 5 | 9 | 3 | 10 | 10 | 6 | 4 | 4 | 3 | 9 | 1 | 4 | 3 | 4 | 6 | 2 | 2 | 4 | 7 | 1 | 1 | 3 | 3 | 0 | 5 | 3 | 1 | 3 | 4 | 2 | 1 | 1 | 6 | 2 | 1 | 2 | 1 | 2 | 3 | 1 | 2 | 0 | 0 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 2 | 1 | 0 | |
73 | 513 | segmentation | 24 | 23 | 23 | 23 | 21 | 15 | 16 | 15 | 21 | 12 | 14 | 19 | 15 | 18 | 9 | 12 | 11 | 7 | 8 | 6 | 10 | 7 | 7 | 11 | 3 | 11 | 5 | 10 | 8 | 8 | 5 | 6 | 8 | 9 | 4 | 7 | 3 | 8 | 3 | 4 | 3 | 2 | 4 | 4 | 1 | 1 | 1 | 3 | 1 | 4 | 1 | 2 | 1 | 0 | 2 | 2 | 0 | 0 | 1 | 0 | 3 | 6 | 0 | 2 | 2 | 0 | 1 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | |
74 | 509 | transparency | 22 | 21 | 19 | 19 | 19 | 16 | 17 | 18 | 16 | 15 | 16 | 17 | 11 | 11 | 14 | 8 | 8 | 8 | 10 | 12 | 8 | 8 | 5 | 10 | 4 | 9 | 7 | 7 | 11 | 5 | 7 | 4 | 5 | 5 | 5 | 8 | 6 | 6 | 3 | 5 | 5 | 4 | 2 | 4 | 4 | 2 | 4 | 3 | 2 | 2 | 2 | 5 | 1 | 0 | 3 | 2 | 3 | 1 | 1 | 0 | 3 | 4 | 1 | 3 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 1 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 1 | 2 | 0 | 0 | 2 | 0 | 2 | 0 | 1 | 1 | 1 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | |
75 | 488 | naive bayes | 22 | 22 | 22 | 19 | 18 | 17 | 17 | 19 | 16 | 14 | 17 | 13 | 19 | 18 | 10 | 9 | 17 | 8 | 10 | 12 | 7 | 4 | 6 | 6 | 11 | 5 | 8 | 9 | 2 | 6 | 8 | 4 | 5 | 2 | 8 | 4 | 4 | 5 | 4 | 2 | 2 | 3 | 4 | 3 | 4 | 0 | 1 | 2 | 1 | 4 | 2 | 0 | 1 | 1 | 2 | 2 | 1 | 2 | 2 | 1 | 0 | 0 | 0 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | |
76 | 480 | gradient descent | 22 | 17 | 20 | 20 | 17 | 19 | 15 | 15 | 18 | 11 | 13 | 13 | 18 | 13 | 12 | 8 | 12 | 9 | 4 | 10 | 5 | 8 | 9 | 6 | 11 | 5 | 7 | 4 | 5 | 9 | 10 | 7 | 3 | 2 | 2 | 8 | 3 | 3 | 6 | 2 | 4 | 2 | 2 | 4 | 5 | 1 | 2 | 4 | 3 | 0 | 4 | 4 | 0 | 1 | 3 | 1 | 2 | 1 | 4 | 2 | 1 | 2 | 3 | 2 | 2 | 1 | 2 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 1 | 2 | 1 | 0 | |
77 | 477 | multi-class | 22 | 22 | 21 | 21 | 20 | 19 | 13 | 17 | 18 | 13 | 13 | 17 | 13 | 14 | 7 | 12 | 10 | 9 | 8 | 11 | 12 | 9 | 8 | 11 | 7 | 10 | 5 | 12 | 6 | 4 | 4 | 3 | 3 | 7 | 7 | 3 | 3 | 1 | 2 | 4 | 4 | 3 | 1 | 3 | 5 | 1 | 0 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | 0 | 0 | 1 | 2 | 3 | 1 | 0 | 0 | 2 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | |
78 | 458 | user experience | 19 | 20 | 20 | 19 | 18 | 16 | 16 | 11 | 16 | 14 | 13 | 11 | 11 | 12 | 6 | 10 | 6 | 11 | 10 | 6 | 7 | 8 | 8 | 14 | 2 | 14 | 6 | 9 | 8 | 4 | 4 | 4 | 4 | 8 | 9 | 4 | 4 | 9 | 2 | 4 | 5 | 3 | 5 | 3 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 0 | 2 | 1 | 1 | 0 | 1 | 2 | 2 | 2 | 0 | 3 | 0 | 2 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 2 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 2 | |
79 | 435 | adversarial machine learning | 19 | 15 | 20 | 19 | 18 | 14 | 16 | 16 | 18 | 13 | 14 | 11 | 13 | 16 | 11 | 7 | 10 | 9 | 8 | 6 | 6 | 5 | 11 | 6 | 9 | 6 | 7 | 6 | 2 | 7 | 5 | 9 | 3 | 6 | 4 | 5 | 4 | 5 | 7 | 3 | 2 | 2 | 4 | 3 | 0 | 1 | 2 | 4 | 3 | 4 | 0 | 0 | 2 | 1 | 1 | 0 | 1 | 1 | 0 | 2 | 0 | 1 | 4 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | |
80 | 421 | perceptron | 21 | 19 | 18 | 20 | 16 | 18 | 17 | 14 | 15 | 11 | 18 | 14 | 16 | 11 | 7 | 8 | 7 | 10 | 8 | 6 | 6 | 5 | 7 | 4 | 8 | 4 | 8 | 5 | 5 | 7 | 8 | 2 | 4 | 4 | 4 | 6 | 4 | 2 | 1 | 2 | 6 | 2 | 3 | 2 | 3 | 1 | 1 | 1 | 0 | 3 | 1 | 0 | 2 | 2 | 3 | 0 | 1 | 2 | 1 | 2 | 0 | 2 | 1 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | |
81 | 412 | syntactic | 18 | 19 | 15 | 17 | 16 | 14 | 15 | 14 | 11 | 13 | 13 | 10 | 10 | 12 | 15 | 12 | 9 | 12 | 9 | 8 | 10 | 6 | 3 | 6 | 9 | 6 | 8 | 6 | 3 | 4 | 6 | 4 | 2 | 5 | 2 | 3 | 2 | 2 | 2 | 2 | 4 | 1 | 1 | 0 | 1 | 2 | 3 | 1 | 1 | 1 | 2 | 2 | 3 | 3 | 3 | 2 | 1 | 0 | 0 | 1 | 1 | 0 | 1 | 2 | 0 | 1 | 2 | 1 | 2 | 0 | 2 | 1 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | |
82 | 394 | markov | 18 | 17 | 17 | 17 | 17 | 12 | 14 | 15 | 13 | 11 | 7 | 12 | 9 | 12 | 9 | 7 | 8 | 7 | 7 | 10 | 6 | 6 | 6 | 6 | 3 | 6 | 7 | 11 | 6 | 6 | 6 | 5 | 3 | 5 | 4 | 6 | 4 | 0 | 3 | 4 | 1 | 4 | 2 | 4 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | 1 | 2 | 0 | 1 | 1 | 1 | 2 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
83 | 390 | signal processing | 16 | 17 | 17 | 17 | 16 | 13 | 11 | 10 | 15 | 10 | 13 | 12 | 9 | 13 | 6 | 11 | 9 | 7 | 7 | 5 | 12 | 9 | 2 | 13 | 4 | 12 | 1 | 6 | 5 | 5 | 4 | 4 | 4 | 7 | 5 | 3 | 1 | 7 | 3 | 1 | 2 | 2 | 7 | 0 | 0 | 1 | 3 | 1 | 2 | 2 | 2 | 0 | 3 | 1 | 0 | 2 | 0 | 1 | 0 | 2 | 1 | 1 | 0 | 2 | 0 | 0 | 0 | 1 | 1 | 3 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | |
84 | 386 | summarization | 18 | 17 | 15 | 17 | 13 | 11 | 13 | 11 | 12 | 13 | 9 | 12 | 10 | 12 | 10 | 9 | 9 | 11 | 6 | 5 | 7 | 7 | 5 | 5 | 5 | 5 | 7 | 5 | 5 | 6 | 4 | 5 | 2 | 3 | 2 | 7 | 3 | 3 | 3 | 3 | 2 | 4 | 2 | 4 | 1 | 5 | 1 | 2 | 1 | 1 | 2 | 2 | 0 | 0 | 3 | 1 | 1 | 0 | 2 | 0 | 1 | 1 | 1 | 2 | 1 | 1 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | |
85 | 364 | xgboost | 16 | 16 | 16 | 17 | 14 | 13 | 12 | 15 | 11 | 11 | 11 | 7 | 10 | 8 | 9 | 7 | 5 | 8 | 5 | 7 | 6 | 8 | 11 | 7 | 6 | 6 | 4 | 6 | 3 | 3 | 4 | 4 | 8 | 3 | 3 | 1 | 2 | 5 | 2 | 6 | 1 | 4 | 0 | 1 | 1 | 1 | 1 | 2 | 4 | 1 | 2 | 2 | 1 | 2 | 0 | 2 | 2 | 4 | 0 | 0 | 1 | 0 | 3 | 1 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | |
86 | 362 | interpretability | 15 | 15 | 13 | 14 | 14 | 11 | 13 | 16 | 14 | 13 | 10 | 9 | 8 | 9 | 9 | 7 | 7 | 8 | 7 | 9 | 6 | 8 | 6 | 5 | 8 | 5 | 4 | 3 | 4 | 3 | 6 | 4 | 3 | 2 | 4 | 7 | 5 | 2 | 4 | 4 | 2 | 5 | 2 | 2 | 1 | 2 | 1 | 2 | 3 | 1 | 2 | 2 | 1 | 2 | 2 | 1 | 0 | 2 | 1 | 4 | 1 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
87 | 348 | linear regression | 16 | 15 | 15 | 15 | 11 | 15 | 8 | 11 | 8 | 6 | 14 | 10 | 11 | 11 | 8 | 8 | 6 | 6 | 6 | 9 | 3 | 6 | 3 | 7 | 6 | 6 | 4 | 5 | 5 | 6 | 5 | 2 | 1 | 4 | 3 | 4 | 1 | 5 | 1 | 1 | 4 | 1 | 4 | 3 | 4 | 0 | 0 | 1 | 4 | 0 | 1 | 4 | 2 | 1 | 2 | 0 | 3 | 0 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 2 | 0 | 1 | 0 | |
88 | 344 | jaccard | 16 | 16 | 14 | 12 | 14 | 13 | 13 | 13 | 10 | 15 | 9 | 12 | 10 | 6 | 10 | 6 | 6 | 8 | 5 | 6 | 8 | 3 | 8 | 5 | 4 | 5 | 3 | 5 | 5 | 1 | 3 | 4 | 5 | 3 | 4 | 2 | 2 | 2 | 3 | 2 | 3 | 0 | 0 | 0 | 4 | 1 | 1 | 3 | 1 | 3 | 2 | 1 | 0 | 2 | 1 | 2 | 2 | 2 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 2 | 0 | 1 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | |
89 | 341 | lstm | 16 | 15 | 15 | 15 | 14 | 13 | 14 | 12 | 11 | 8 | 7 | 10 | 8 | 7 | 9 | 6 | 5 | 5 | 6 | 7 | 5 | 7 | 6 | 7 | 4 | 6 | 6 | 6 | 3 | 5 | 4 | 5 | 4 | 5 | 3 | 2 | 6 | 5 | 3 | 5 | 1 | 1 | 1 | 1 | 3 | 2 | 1 | 3 | 1 | 0 | 2 | 0 | 0 | 1 | 1 | 1 | 1 | 2 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | |
90 | 336 | graph based | 18 | 16 | 16 | 16 | 14 | 14 | 15 | 12 | 13 | 12 | 12 | 9 | 8 | 7 | 6 | 7 | 5 | 7 | 4 | 1 | 6 | 4 | 10 | 3 | 4 | 3 | 4 | 3 | 5 | 7 | 1 | 7 | 8 | 1 | 3 | 3 | 2 | 1 | 6 | 4 | 1 | 1 | 0 | 1 | 0 | 3 | 1 | 5 | 3 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 3 | 0 | 1 | 0 | 3 | 1 | 0 | 1 | 1 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | |
91 | 336 | graph-based | 18 | 16 | 16 | 16 | 14 | 14 | 15 | 12 | 13 | 12 | 12 | 9 | 8 | 7 | 6 | 7 | 5 | 7 | 4 | 1 | 6 | 4 | 10 | 3 | 4 | 3 | 4 | 3 | 5 | 7 | 1 | 7 | 8 | 1 | 3 | 3 | 2 | 1 | 6 | 4 | 1 | 1 | 0 | 1 | 0 | 3 | 1 | 5 | 3 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 3 | 0 | 1 | 0 | 3 | 1 | 0 | 1 | 1 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | |
92 | 328 | artificial intelligence | 14 | 10 | 13 | 14 | 14 | 10 | 11 | 11 | 10 | 5 | 11 | 9 | 13 | 10 | 8 | 5 | 11 | 7 | 4 | 6 | 5 | 7 | 5 | 5 | 9 | 5 | 3 | 3 | 3 | 3 | 8 | 6 | 1 | 4 | 4 | 3 | 1 | 2 | 6 | 1 | 2 | 2 | 2 | 1 | 3 | 0 | 1 | 3 | 2 | 1 | 3 | 2 | 1 | 1 | 2 | 2 | 1 | 0 | 2 | 0 | 1 | 0 | 1 | 2 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | |
93 | 327 | recurrent neural | 16 | 15 | 14 | 15 | 14 | 14 | 13 | 13 | 11 | 10 | 6 | 7 | 8 | 7 | 8 | 7 | 5 | 7 | 5 | 7 | 6 | 6 | 7 | 8 | 5 | 7 | 3 | 7 | 3 | 4 | 3 | 6 | 3 | 5 | 3 | 1 | 4 | 5 | 4 | 3 | 0 | 3 | 2 | 1 | 3 | 2 | 1 | 2 | 1 | 0 | 1 | 0 | 0 | 2 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
94 | 323 | bayesian | 15 | 14 | 14 | 14 | 15 | 14 | 14 | 9 | 13 | 11 | 14 | 7 | 10 | 9 | 6 | 7 | 4 | 9 | 6 | 6 | 4 | 5 | 6 | 5 | 8 | 5 | 5 | 4 | 4 | 5 | 4 | 1 | 5 | 2 | 3 | 4 | 2 | 2 | 0 | 3 | 2 | 3 | 3 | 3 | 1 | 0 | 1 | 0 | 1 | 2 | 1 | 0 | 2 | 1 | 3 | 0 | 0 | 0 | 1 | 1 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | |
95 | 322 | metareasoning | 15 | 15 | 12 | 14 | 12 | 8 | 12 | 14 | 12 | 8 | 10 | 10 | 9 | 8 | 12 | 12 | 5 | 6 | 5 | 4 | 4 | 5 | 6 | 3 | 6 | 1 | 2 | 1 | 3 | 5 | 4 | 5 | 2 | 2 | 2 | 7 | 5 | 2 | 4 | 3 | 3 | 0 | 0 | 1 | 1 | 1 | 0 | 2 | 2 | 0 | 2 | 1 | 2 | 2 | 3 | 1 | 1 | 0 | 0 | 1 | 0 | 2 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | |
96 | 304 | confusion matrix | 11 | 12 | 12 | 11 | 11 | 10 | 8 | 12 | 13 | 9 | 10 | 10 | 8 | 6 | 7 | 7 | 6 | 5 | 5 | 9 | 5 | 5 | 4 | 5 | 4 | 5 | 3 | 4 | 4 | 3 | 5 | 0 | 2 | 5 | 3 | 4 | 2 | 3 | 0 | 3 | 3 | 4 | 3 | 2 | 1 | 1 | 4 | 0 | 0 | 2 | 3 | 1 | 3 | 2 | 0 | 3 | 1 | 1 | 0 | 2 | 0 | 1 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | |
97 | 295 | crowdsourcing | 15 | 14 | 14 | 14 | 14 | 12 | 14 | 11 | 9 | 10 | 11 | 9 | 12 | 3 | 3 | 5 | 5 | 6 | 10 | 3 | 4 | 7 | 8 | 5 | 4 | 5 | 6 | 2 | 3 | 3 | 1 | 2 | 6 | 3 | 4 | 3 | 0 | 2 | 1 | 6 | 3 | 4 | 1 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 2 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | |
98 | 294 | k-means | 13 | 13 | 12 | 12 | 11 | 12 | 8 | 11 | 8 | 7 | 11 | 10 | 11 | 6 | 5 | 4 | 8 | 6 | 3 | 4 | 5 | 6 | 4 | 7 | 4 | 6 | 4 | 2 | 2 | 4 | 6 | 2 | 2 | 5 | 5 | 4 | 3 | 3 | 0 | 3 | 6 | 3 | 2 | 1 | 3 | 2 | 2 | 0 | 3 | 3 | 1 | 2 | 1 | 0 | 0 | 1 | 1 | 2 | 2 | 2 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | |
99 | 294 | k-medians | 13 | 13 | 12 | 12 | 11 | 12 | 8 | 11 | 8 | 7 | 11 | 10 | 11 | 6 | 5 | 4 | 8 | 6 | 3 | 4 | 5 | 6 | 4 | 7 | 4 | 6 | 4 | 2 | 2 | 4 | 6 | 2 | 2 | 5 | 5 | 4 | 3 | 3 | 0 | 3 | 6 | 3 | 2 | 1 | 3 | 2 | 2 | 0 | 3 | 3 | 1 | 2 | 1 | 0 | 0 | 1 | 1 | 2 | 2 | 2 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | |
100 | 293 | calibration | 13 | 14 | 14 | 12 | 12 | 9 | 11 | 8 | 11 | 7 | 11 | 7 | 9 | 5 | 6 | 9 | 8 | 3 | 6 | 3 | 8 | 7 | 3 | 8 | 6 | 8 | 3 | 5 | 4 | 4 | 4 | 3 | 4 | 7 | 4 | 2 | 2 | 4 | 0 | 3 | 1 | 3 | 7 | 1 | 0 | 1 | 1 | 0 | 1 | 1 | 0 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |