changes

Code/mean_deviation_results.py

@@ -147,12 +147,87 @@ bert_mixup_setting1_f1_train=[ 0.9911504424778761, 0.988095238095238, 0.99115044
 bert_mixup_setting1_prec_train=[ 0.9882352941176471, 0.9940119760479041, 0.9882352941176471, 0.9817073170731707, 0.9880239520958084]
 bert_mixup_setting1_rec_train=[ 0.9940828402366864, 0.9822485207100592, 0.9940828402366864, 0.9526627218934911, 0.9763313609467456]
 
+bert_mixup_companies00304_acc=[0.7885985748218527, 0.8064133016627079, 0.7897862232779097, 0.8135391923990499, 0.8052256532066508]
+bert_mixup_companies00304_f1=[0.6703703703703704, 0.7145359019264448, 0.7015177065767284, 0.7171171171171172, 0.7182130584192439]
+bert_mixup_companies00304_prec=[0.8302752293577982, 0.8192771084337349, 0.7675276752767528, 0.8540772532188842,0.8038461538461539]
+bert_mixup_companies00304_rec=[0.562111801242236, 0.6335403726708074, 0.6459627329192547, 0.6180124223602484, 0.6490683229813664]
+
+bert_mixup_companies00304_acc_train=[0.9520408163265306, 0.9836734693877551, 0.9438775510204082,0.9734693877551021, 0.9724489795918367]
+bert_mixup_companies00304_f1_train=[0.930780559646539, 0.9775280898876404, 0.9217638691322902,0.9626436781609194,0.9613733905579399]
+bert_mixup_companies00304_prec_train=[0.9875, 0.9858356940509915, 0.9418604651162791,0.9940652818991098,0.9882352941176471]
+bert_mixup_companies00304_rec_train=[0.8802228412256268, 0.9693593314763231, 0.9025069637883009, 0.9331476323119777, 0.935933147632312]
+
+
+#bert_mixup_relocar00304_acc=[0.9227683049147443, 0.925777331995988,0.9247743229689067, 0.9267803410230692, 0.921765295887663]
+#bert_mixup_relocar00304_f1=[0.9238377843719089, 0.9273084479371315, 0.9244712990936557, 0.9275074478649454, 0.9229249011857708]
+#bert_mixup_relocar00304_prec=[0.9396378269617707, 0.9365079365079365, 0.9582463465553236, 0.947261663286004, 0.9377510040160643]
+#bert_mixup_relocar00304_rec=[0.9085603112840467, 0.9182879377431906, 0.8929961089494164, 0.9085603112840467, 0.9085603112840467]
+
+#bert_mixup_relocar00304_acc_train=[0.9912948857453754, 0.9934711643090316,0.9956474428726877, 0.9934711643090316, 0.9945593035908596]
+#bert_mixup_relocar00304_f1_train=[0.9913978494623655,0.9935760171306209,0.9956709956709957,.9935205183585313, 0.9946409431939978]
+#bert_mixup_relocar00304_prec_train=[0.9892703862660944, 0.9872340425531915, 1.0, 0.9956709956709957, 0.9893390191897654]
+#bert_mixup_relocar00304_rec_train=[0.9935344827586207, 1.0, 0.9913793103448276, 0.9913793103448276, 1.0]
+
+
+bert_mixup_relocar0102_acc = [0.9267803410230692, 0.921765295887663,0.9317953861584755,0.9287863590772317,0.9418254764292878]
+bert_mixup_relocar0102_f1=[0.9285014691478942, 0.9221556886227544,  0.9318637274549099, 0.9292123629112662, 0.9428007889546351]
+bert_mixup_relocar0102_prec=[0.9349112426035503,0.9467213114754098, 0.9607438016528925, 0.9529652351738241, 0.956]
+bert_mixup_relocar0102_rec=[0.9221789883268483,0.8988326848249028, 0.9046692607003891, 0.9066147859922179,0.9299610894941635]
+
+bert_mixup_relocar0102_acc_train=[0.9956474428726877, 0.9945593035908596,0.9956474428726877,  0.9923830250272034,0.998911860718172]
+bert_mixup_relocar0102_f1_train=[0.9956989247311827, 0.9946294307196563, 0.9956803455723542, 0.9924487594390508, 0.9989235737351991]
+bert_mixup_relocar0102_prec_train=[0.9935622317596566, 0.9914346895074947, 0.9978354978354979, 0.9935205183585313, 0.9978494623655914]
+bert_mixup_relocar0102_rec_train=[0.9978448275862069, 0.9978448275862069,  0.9935344827586207, 0.9913793103448276,  1.0]
+
+
+
+
+
+bert_student_partition_baseline_nm_nc_acc=[ 0.8964757709251101, 0.8810572687224669, 0.8821585903083701,0.8909691629955947,0.8887665198237885]
+bert_student_partition_baseline_nm_nc_f1=[0.7267441860465117,0.6727272727272727,0.6934097421203438, 0.7096774193548386, 0.705539358600583]
+bert_student_partition_baseline_nm_nc_rec=[0.7961783439490446, 0.7762237762237763, 0.7469135802469136,0.7857142857142857,0.7756410256410257]
+bert_student_partition_baseline_nm_nc_prec=[0.6684491978609626, 0.5935828877005348, 0.6470588235294118, 0.6470588235294118,0.6470588235294118]
+
+bert_student_partition_baseline_nm_nc_acc_train=[1.0, 1.0, 1.0, 1.0, 1.0]
+bert_student_partition_baseline_nm_nc_f1_train=[1.0, 1.0, 1.0, 1.0, 1.0]
+bert_student_partition_baseline_nm_nc_prec_train=[1.0, 1.0, 1.0, 1.0, 1.0]
+bert_student_partition_baseline_nm_nc_rec_train=[1.0, 1.0, 1.0, 1.0, 1.0]
+
+bert_student_partition_baseline_nm_nc_companies_acc=[0.8099762470308789, 0.8016627078384798, 0.8016627078384798, 0.8230403800475059, 0.8182897862232779]
+bert_student_partition_baseline_nm_nc_companies_f1=[0.7342192691029901, 0.7230514096185737,0.7145299145299144, 0.7487352445193929, 0.7393526405451448]
+bert_student_partition_baseline_nm_nc_companies_prec=[0.7892857142857143, 0.7758007117437722, 0.7946768060836502, 0.8191881918819188, 0.8188679245283019]
+bert_student_partition_baseline_nm_nc_companies_rec=[0.6863354037267081, 0.6770186335403726, 0.6490683229813664, 0.6894409937888198, 0.6739130434782609]
+
+bert_student_partition_baseline_nm_nc_companies_acc_train=[1.0, 1.0, 1.0, 1.0, 1.0]
+bert_student_partition_baseline_nm_nc_companies_f1_train=[1.0, 1.0, 1.0, 1.0, 1.0]
+bert_student_partition_baseline_nm_nc_companies_prec_train=[1.0, 1.0, 1.0, 1.0, 1.0]
+bert_student_partition_baseline_nm_nc_companies_rec_train=[1.0, 1.0, 1.0, 1.0, 1.0]
+
+bert_student_partition_baseline_nm_nc_relocar_acc=[0.9428284854563691, 0.9448345035105316, 0.9448345035105316, 0.9438314944834504,0.9478435305917753]
+bert_student_partition_baseline_nm_nc_relocar_f1=[0.9437314906219151, 0.9458128078817735, 0.945273631840796, 0.9444444444444444,0.9482071713147411]
+bert_student_partition_baseline_nm_nc_relocar_prec=[0.9579158316633266, 0.9580838323353293, 0.9674134419551935, 0.9635627530364372, 0.9714285714285714]
+bert_student_partition_baseline_nm_nc_relocar_rec=[0.9299610894941635, 0.933852140077821, 0.9241245136186771, 0.9260700389105059, 0.9260700389105059]
+
+bert_student_partition_baseline_nm_nc_relocar_acc_train=[1.0, 1.0, 1.0, 1.0, 1.0]
+bert_student_partition_baseline_nm_nc_relocar_f1_train=[1.0, 1.0, 1.0, 1.0, 1.0]
+bert_student_partition_baseline_nm_nc_relocar_prec_train=[1.0, 1.0, 1.0, 1.0, 1.0]
+bert_student_partition_baseline_nm_nc_relocar_rec_train=[1.0, 1.0, 1.0, 1.0, 1.0]
+
+
+bert_semeval_mixup_e4_acc=[0.8964757709251101,0.8799559471365639,  0.8832599118942731,0.8931718061674009, 0.8887665198237885]
+bert_semeval_mixup_e4_f1=[0.7267441860465117, 0.6646153846153846, 0.6936416184971098, 0.717201166180758, 0.705539358600583]
+bert_semeval_mixup_e4_prec=[0.7961783439490446, 0.782608695652174, 0.7547169811320755,0.7884615384615384, 0.7756410256410257]
+bert_semeval_mixup_e4_rec=[0.6684491978609626, 0.5775401069518716, 0.6417112299465241, 0.6577540106951871, 0.6470588235294118]
+
+
+
+
 # Original array
-array1 = bert_comp_masked_acc
+array1 = bert_semeval_mixup_e4_acc
 #array2= roberta_context_split_comp_acc
-array2= bert_comp_masked_f1
-array3= bert_comp_masked_prec
-array4=bert_comp_masked_rec
+array2= bert_semeval_mixup_e4_f1
+array3= bert_semeval_mixup_e4_prec
+array4=bert_semeval_mixup_e4_rec
 #print(array)
   
 r1 = np.mean(array1)