### STE->>Pearson's r correlation using SCWS dataset similarity scores###



###********maxSimC********###

obtained Scores: 31.560351

##------------------------------Terminal_details-----------------------------------------------##


('DataFrame with model scores:',               word1          word2  human scores  model scores
0            brazil            nut          1.10      0.920398
1            brazil         triple          0.60      0.870675
3           harvard           yale          5.90      0.495170
4           harvard      cambridge          8.10      0.477127
5            israel           east          2.10      0.407774
6            israel        israeli          8.10      0.636714
7          japanese       american          4.00      0.330591
8         jerusalem         israel          8.20      0.662330
9         jerusalem           wall          0.30      0.431291
10           mexico         brazil          4.40      0.531208
12             opec          saudi          5.00      0.913900
13      palestinian           arab          4.10      0.936186
14        wednesday           news          2.60      0.328894
15        wednesday        weekday          6.30      0.790874
18            abuse          abuse          6.80      1.000000
19            abuse    persecution          5.70      0.531812
20         accepted       accepted          9.30      1.000000
21         accepted   acknowledged          7.40      0.512096
22         accepted        believe          4.70      0.276374
23         accepted        welcome          4.50      0.292146
24      accommodate    accommodate          8.60      1.000000
25      accommodate         adjust          4.55      0.918027
26    accommodation  accommodation          4.30      1.000000
27    accommodation     settlement          5.30      0.950901
28          acronym           form          3.60      0.375779
29         activity       activity          8.60      1.000000
30         activity       inaction          6.00      0.463646
31        admission     confession          2.30      0.942373
33          advance        advance          8.10      1.000000
35          advance        propose          2.40      0.401868
...             ...            ...           ...           ...
1965           ways        prepare          2.45      0.497458
1966        demonic           full          1.50      0.348410
1967            wet         damned          1.65      0.963577
1968        promise    distinguish          2.45      0.442046
1970     basketball        integer          1.20      0.795428
1971        examine           skin          1.30      0.511556
1972         asylum            gem          1.20      0.984446
1974          music       lowering          0.90      0.484697
1975       standing         sprint          1.95      0.605421
1976     difficulty         brandy          0.50      0.554960
1978       blessing           deal          1.00      0.384487
1979           role    nonexistent          0.70      0.521875
1980     imperative       aluminum          0.75      0.841082
1982          sauce         remove          1.40      0.426222
1983        acronym         living          0.20      0.462964
1984        exclude         assets          1.00      0.922793
1985        support         living          2.70      0.235565
1988           hard  investigation          0.80      0.270023
1989         lesson     basketball          1.10      0.833080
1990     resistance        healing          2.30      0.620309
1991       interest        possess          2.10      0.375229
1992           male         tongue          2.40      0.544307
1993   hypertension           call          2.60      0.308076
1995       lowering           wall          2.00      0.430698
1996           ball      situation          2.20      0.295910
1997        century       position          0.70      0.267025
1998           flap         credit          0.80      0.535787
1999           beet           rank          0.70      0.968072
2001         arafat          peace          3.50      0.519808
2002         arafat         terror          2.72      0.989177

[1693 rows x 4 columns])

(Columns: [word1, word2, human scores, model scores])
    spearman
0  31.560351

Process finished with exit code 0


###***AvgSimC*****###

obtained Scores: 33.277937

##------------------------------Terminal_details-----------------------------------------------##

('DataFrame with model scores:',               word1          word2  human scores  model scores
0            brazil            nut          1.10      0.437238
1            brazil         triple          0.60      0.430837
3           harvard           yale          5.90      0.230011
4           harvard      cambridge          8.10      0.235291
5            israel           east          2.10      0.168652
6            israel        israeli          8.10      0.362112
7          japanese       american          4.00      0.181588
8         jerusalem         israel          8.20      0.318494
9         jerusalem           wall          0.30      0.191093
10           mexico         brazil          4.40      0.369205
12             opec          saudi          5.00      0.604861
13      palestinian           arab          4.10      0.415280
14        wednesday           news          2.60      0.176498
15        wednesday        weekday          6.30      0.460612
18            abuse          abuse          6.80      1.000000
19            abuse    persecution          5.70      0.273441
20         accepted       accepted          9.30      1.000000
21         accepted   acknowledged          7.40      0.261570
22         accepted        believe          4.70      0.123223
23         accepted        welcome          4.50      0.154670
24      accommodate    accommodate          8.60      1.000000
25      accommodate         adjust          4.55      0.375358
26    accommodation  accommodation          4.30      1.000000
27    accommodation     settlement          5.30      0.564138
28          acronym           form          3.60      0.238450
29         activity       activity          8.60      1.000000
30         activity       inaction          6.00      0.334547
31        admission     confession          2.30      0.523396
33          advance        advance          8.10      1.000000
35          advance        propose          2.40      0.180471
...             ...            ...           ...           ...
1965           ways        prepare          2.45      0.219522
1966        demonic           full          1.50      0.270133
1967            wet         damned          1.65      0.315443
1968        promise    distinguish          2.45      0.204445
1970     basketball        integer          1.20      0.369153
1971        examine           skin          1.30      0.220796
1972         asylum            gem          1.20      0.564585
1974          music       lowering          0.90      0.308378
1975       standing         sprint          1.95      0.338536
1976     difficulty         brandy          0.50      0.384576
1978       blessing           deal          1.00      0.227571
1979           role    nonexistent          0.70      0.353337
1980     imperative       aluminum          0.75      0.403082
1982          sauce         remove          1.40      0.291588
1983        acronym         living          0.20      0.245628
1984        exclude         assets          1.00      0.456127
1985        support         living          2.70      0.100336
1988           hard  investigation          0.80      0.117341
1989         lesson     basketball          1.10      0.364965
1990     resistance        healing          2.30      0.285758
1991       interest        possess          2.10      0.197713
1992           male         tongue          2.40      0.259789
1993   hypertension           call          2.60      0.232276
1995       lowering           wall          2.00      0.304752
1996           ball      situation          2.20      0.159861
1997        century       position          0.70      0.128031
1998           flap         credit          0.80      0.354174
1999           beet           rank          0.70      0.577145
2001         arafat          peace          3.50      0.332092
2002         arafat         terror          2.72      0.541828

[1693 rows x 4 columns])

(Columns: [word1, word2, human scores, model scores])
    spearman
0  33.277937

Process finished with exit code 0
