|
extra_metrics = {'?': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, '?_H': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 8.0}, '?_N': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 490.0}, '?_O': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 116.0}, '?_S': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 1.0}, '?_Y': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 276.0}, 'A': {'precision': 0.5136268343815513, 'recall': 0.6749311294765841, 'f1-score': 0.5833333333333334, 'support': 363.0}, 'D': {'precision': 0.9274108461700781, 'recall': 0.9771009337483326, 'f1-score': 0.9516076648262423, 'support': 4498.0}, 'G': {'precision': 0.9134615384615384, 'recall': 0.979381443298969, 'f1-score': 0.945273631840796, 'support': 97.0}, 'H': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, 'I': {'precision': 0.7254901960784313, 'recall': 0.8043478260869565, 'f1-score': 0.7628865979381443, 'support': 46.0}, 'J': {'precision': 0.9964516129032258, 'recall': 0.944937289691037, 'f1-score': 0.9700109907363793, 'support': 3269.0}, 'K': {'precision': 0.9610678531701891, 'recall': 0.930032292787944, 'f1-score': 0.9452954048140044, 'support': 929.0}, 'N': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, 'O': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, 'P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, 'S': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, 'V': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, 'X': {'precision': 0.35714285714285715, 'recall': 1.0, 'f1-score': 0.5263157894736842, 'support': 5.0}, 'Y': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, 'Z': {'precision': 0.9998666488865182, 'recall': 0.9978706414692574, 'f1-score': 0.9988676480383667, 'support': 7514.0}, 'adt_A': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, 'adt_H': {'precision': 0.26666666666666666, 'recall': 0.5, 'f1-score': 0.34782608695652173, 'support': 8.0}, 'adt_N': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, 'adt_O': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, 'adt_P': {'precision': 0.5, 'recall': 0.2, 'f1-score': 0.2857142857142857, 'support': 5.0}, 'adt_S': {'precision': 0.6818181818181818, 'recall': 0.8035714285714286, 'f1-score': 0.7377049180327869, 'support': 168.0}, 'adt_Y': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, 'b_V': {'precision': 1.0, 'recall': 0.9070093457943925, 'f1-score': 0.9512374418034796, 'support': 2140.0}, 'd_V': {'precision': 0.975, 'recall': 0.9512195121951219, 'f1-score': 0.9629629629629629, 'support': 41.0}, 'da_V': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 882.0}, 'des_V': {'precision': 0.9772727272727273, 'recall': 0.9847328244274809, 'f1-score': 0.9809885931558935, 'support': 131.0}, 'ge_V': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 15.0}, 'gem_V': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 1.0}, 'gu_V': {'precision': 1.0, 'recall': 0.8333333333333334, 'f1-score': 0.9090909090909091, 'support': 6.0}, 'ks_V': {'precision': 0.9945652173913043, 'recall': 0.8433179723502304, 'f1-score': 0.912718204488778, 'support': 217.0}, 'ksid_V': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 33.0}, 'ksime_V': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'ksin_V': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 9.0}, 'ksite_V': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 2.0}, 'ma_V': {'precision': 1.0, 'recall': 0.9965397923875432, 'f1-score': 0.9982668977469671, 'support': 289.0}, 'maks_V': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 10.0}, 'mas_V': {'precision': 0.9629629629629629, 'recall': 1.0, 'f1-score': 0.9811320754716981, 'support': 26.0}, 'mast_V': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 3.0}, 'mata_V': {'precision': 0.8148148148148148, 'recall': 0.8148148148148148, 'f1-score': 0.8148148148148148, 'support': 27.0}, 'me_V': {'precision': 1.0, 'recall': 0.9903846153846154, 'f1-score': 0.9951690821256038, 'support': 104.0}, 'n_V': {'precision': 1.0, 'recall': 0.9949748743718593, 'f1-score': 0.9974811083123426, 'support': 199.0}, 'neg ks_V': {'precision': 0.20930232558139536, 'recall': 1.0, 'f1-score': 0.34615384615384615, 'support': 9.0}, 'neg nud_V': {'precision': 0.1834862385321101, 'recall': 1.0, 'f1-score': 0.31007751937984496, 'support': 20.0}, 'neg o_V': {'precision': 0.26105263157894737, 'recall': 1.0, 'f1-score': 0.41402337228714525, 'support': 124.0}, 'neg_V': {'precision': 0.9978902953586498, 'recall': 0.967280163599182, 'f1-score': 0.9823468328141225, 'support': 489.0}, 'nud_V': {'precision': 0.9508670520231214, 'recall': 0.6375968992248062, 'f1-score': 0.7633410672853829, 'support': 516.0}, 'nuks_V': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 8.0}, 'o_V': {'precision': 0.925, 'recall': 0.09226932668329177, 'f1-score': 0.16780045351473924, 'support': 401.0}, 'pl ab_S': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 3.0}, 'pl abl_A': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 1.0}, 'pl abl_P': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 3.0}, 'pl abl_S': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 18.0}, 'pl ad_A': {'precision': 1.0, 'recall': 0.8928571428571429, 'f1-score': 0.9433962264150944, 'support': 28.0}, 'pl ad_C': {'precision': 0.7142857142857143, 'recall': 1.0, 'f1-score': 0.8333333333333334, 'support': 5.0}, 'pl ad_O': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 7.0}, 'pl ad_P': {'precision': 0.984375, 'recall': 0.875, 'f1-score': 0.9264705882352942, 'support': 72.0}, 'pl ad_S': {'precision': 0.9874213836477987, 'recall': 0.9573170731707317, 'f1-score': 0.9721362229102167, 'support': 164.0}, 'pl all_A': {'precision': 1.0, 'recall': 0.76, 'f1-score': 0.8636363636363636, 'support': 25.0}, 'pl all_C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, 'pl all_P': {'precision': 0.8867924528301887, 'recall': 0.9591836734693877, 'f1-score': 0.9215686274509803, 'support': 49.0}, 'pl all_S': {'precision': 0.9727272727272728, 'recall': 1.0, 'f1-score': 0.9861751152073732, 'support': 107.0}, 'pl el_A': {'precision': 1.0, 'recall': 0.9302325581395349, 'f1-score': 0.963855421686747, 'support': 43.0}, 'pl el_C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, 'pl el_O': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, 'pl el_P': {'precision': 0.9024390243902439, 'recall': 0.9487179487179487, 'f1-score': 0.925, 'support': 39.0}, 'pl el_S': {'precision': 1.0, 'recall': 0.9870967741935484, 'f1-score': 0.9935064935064936, 'support': 155.0}, 'pl es_A': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, 'pl es_S': {'precision': 1.0, 'recall': 0.8571428571428571, 'f1-score': 0.9230769230769231, 'support': 14.0}, 'pl g_A': {'precision': 0.983957219251337, 'recall': 0.9787234042553191, 'f1-score': 0.9813333333333333, 'support': 188.0}, 'pl g_C': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 18.0}, 'pl g_H': {'precision': 0.5789473684210527, 'recall': 0.4583333333333333, 'f1-score': 0.5116279069767442, 'support': 24.0}, 'pl g_O': {'precision': 0.3333333333333333, 'recall': 1.0, 'f1-score': 0.5, 'support': 5.0}, 'pl g_P': {'precision': 0.9427083333333334, 'recall': 0.9836956521739131, 'f1-score': 0.9627659574468085, 'support': 184.0}, 'pl g_S': {'precision': 0.9932735426008968, 'recall': 0.9833518312985572, 'f1-score': 0.9882877858337981, 'support': 901.0}, 'pl g_U': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 1.0}, 'pl ill_A': {'precision': 1.0, 'recall': 0.8333333333333334, 'f1-score': 0.9090909090909091, 'support': 6.0}, 'pl ill_S': {'precision': 0.9375, 'recall': 0.9375, 'f1-score': 0.9375, 'support': 16.0}, 'pl in_A': {'precision': 1.0, 'recall': 0.9642857142857143, 'f1-score': 0.9818181818181818, 'support': 28.0}, 'pl in_C': {'precision': 0.8888888888888888, 'recall': 1.0, 'f1-score': 0.9411764705882353, 'support': 8.0}, 'pl in_H': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, 'pl in_P': {'precision': 0.9583333333333334, 'recall': 1.0, 'f1-score': 0.9787234042553191, 'support': 23.0}, 'pl in_S': {'precision': 0.9661016949152542, 'recall': 0.9344262295081968, 'f1-score': 0.95, 'support': 122.0}, 'pl kom_H': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, 'pl kom_P': {'precision': 0.8333333333333334, 'recall': 0.8333333333333334, 'f1-score': 0.8333333333333334, 'support': 6.0}, 'pl kom_S': {'precision': 0.990909090909091, 'recall': 0.9732142857142857, 'f1-score': 0.9819819819819819, 'support': 112.0}, 'pl n_A': {'precision': 0.9117647058823529, 'recall': 0.9559471365638766, 'f1-score': 0.9333333333333333, 'support': 227.0}, 'pl n_C': {'precision': 0.9696969696969697, 'recall': 1.0, 'f1-score': 0.9846153846153847, 'support': 32.0}, 'pl n_H': {'precision': 0.42857142857142855, 'recall': 0.13636363636363635, 'f1-score': 0.20689655172413793, 'support': 22.0}, 'pl n_N': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 1.0}, 'pl n_O': {'precision': 1.0, 'recall': 0.5, 'f1-score': 0.6666666666666666, 'support': 2.0}, 'pl n_P': {'precision': 0.8053097345132744, 'recall': 0.8950819672131147, 'f1-score': 0.8478260869565217, 'support': 305.0}, 'pl n_S': {'precision': 0.9557046979865772, 'recall': 0.9621621621621622, 'f1-score': 0.958922558922559, 'support': 740.0}, 'pl n_U': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 2.0}, 'pl n_Y': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, 'pl p_A': {'precision': 0.993421052631579, 'recall': 1.0, 'f1-score': 0.9966996699669967, 'support': 151.0}, 'pl p_C': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 19.0}, 'pl p_H': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, 'pl p_N': {'precision': 1.0, 'recall': 0.6666666666666666, 'f1-score': 0.8, 'support': 3.0}, 'pl p_O': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, 'pl p_P': {'precision': 0.8333333333333334, 'recall': 0.9473684210526315, 'f1-score': 0.8866995073891626, 'support': 95.0}, 'pl p_S': {'precision': 0.9878682842287695, 'recall': 0.9810671256454389, 'f1-score': 0.9844559585492227, 'support': 581.0}, 'pl ter_P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, 'pl ter_S': {'precision': 1.0, 'recall': 0.8333333333333334, 'f1-score': 0.9090909090909091, 'support': 6.0}, 'pl tr_A': {'precision': 1.0, 'recall': 0.8888888888888888, 'f1-score': 0.9411764705882353, 'support': 9.0}, 'pl tr_C': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, 'pl tr_P': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 1.0}, 'pl tr_S': {'precision': 1.0, 'recall': 0.9, 'f1-score': 0.9473684210526315, 'support': 20.0}, 's_V': {'precision': 0.9988901220865705, 'recall': 0.9900990099009901, 'f1-score': 0.994475138121547, 'support': 909.0}, 'sg ab_P': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 1.0}, 'sg ab_S': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.96, 'support': 26.0}, 'sg abl_A': {'precision': 0.6666666666666666, 'recall': 0.6666666666666666, 'f1-score': 0.6666666666666666, 'support': 3.0}, 'sg abl_H': {'precision': 0.75, 'recall': 0.9230769230769231, 'f1-score': 0.8275862068965517, 'support': 13.0}, 'sg abl_N': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, 'sg abl_O': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, 'sg abl_P': {'precision': 0.9090909090909091, 'recall': 0.7692307692307693, 'f1-score': 0.8333333333333334, 'support': 13.0}, 'sg abl_S': {'precision': 0.9512195121951219, 'recall': 0.8666666666666667, 'f1-score': 0.9069767441860465, 'support': 45.0}, 'sg abl_Y': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, 'sg ad_A': {'precision': 1.0, 'recall': 0.9830508474576272, 'f1-score': 0.9914529914529915, 'support': 59.0}, 'sg ad_C': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 9.0}, 'sg ad_H': {'precision': 0.7446808510638298, 'recall': 0.9210526315789473, 'f1-score': 0.8235294117647058, 'support': 38.0}, 'sg ad_N': {'precision': 0.8888888888888888, 'recall': 1.0, 'f1-score': 0.9411764705882353, 'support': 8.0}, 'sg ad_O': {'precision': 1.0, 'recall': 0.5454545454545454, 'f1-score': 0.7058823529411765, 'support': 11.0}, 'sg ad_P': {'precision': 0.9393939393939394, 'recall': 0.9935897435897436, 'f1-score': 0.9657320872274143, 'support': 156.0}, 'sg ad_S': {'precision': 0.9605809128630706, 'recall': 0.9788583509513742, 'f1-score': 0.9696335078534032, 'support': 473.0}, 'sg ad_U': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 1.0}, 'sg ad_Y': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, 'sg all_A': {'precision': 0.9387755102040817, 'recall': 1.0, 'f1-score': 0.968421052631579, 'support': 46.0}, 'sg all_C': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 3.0}, 'sg all_H': {'precision': 0.55, 'recall': 1.0, 'f1-score': 0.7096774193548387, 'support': 22.0}, 'sg all_N': {'precision': 0.7777777777777778, 'recall': 1.0, 'f1-score': 0.875, 'support': 7.0}, 'sg all_P': {'precision': 1.0, 'recall': 0.9183673469387755, 'f1-score': 0.9574468085106383, 'support': 98.0}, 'sg all_S': {'precision': 0.9840255591054313, 'recall': 0.9685534591194969, 'f1-score': 0.9762282091917591, 'support': 318.0}, 'sg all_Y': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, 'sg el_A': {'precision': 0.9710144927536232, 'recall': 0.9710144927536232, 'f1-score': 0.9710144927536232, 'support': 69.0}, 'sg el_C': {'precision': 1.0, 'recall': 0.6666666666666666, 'f1-score': 0.8, 'support': 3.0}, 'sg el_H': {'precision': 0.8518518518518519, 'recall': 0.9019607843137255, 'f1-score': 0.8761904761904762, 'support': 51.0}, 'sg el_N': {'precision': 0.8888888888888888, 'recall': 1.0, 'f1-score': 0.9411764705882353, 'support': 8.0}, 'sg el_O': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 1.0}, 'sg el_P': {'precision': 0.9473684210526315, 'recall': 0.9230769230769231, 'f1-score': 0.935064935064935, 'support': 78.0}, 'sg el_S': {'precision': 0.9654255319148937, 'recall': 0.9453125, 'f1-score': 0.9552631578947368, 'support': 384.0}, 'sg el_Y': {'precision': 0.3333333333333333, 'recall': 1.0, 'f1-score': 0.5, 'support': 1.0}, 'sg es_A': {'precision': 0.7272727272727273, 'recall': 0.7272727272727273, 'f1-score': 0.7272727272727273, 'support': 11.0}, 'sg es_H': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, 'sg es_O': {'precision': 1.0, 'recall': 0.6666666666666666, 'f1-score': 0.8, 'support': 3.0}, 'sg es_P': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 3.0}, 'sg es_S': {'precision': 0.918918918918919, 'recall': 0.9714285714285714, 'f1-score': 0.9444444444444444, 'support': 70.0}, 'sg g_A': {'precision': 0.9695652173913043, 'recall': 0.9867256637168141, 'f1-score': 0.9780701754385965, 'support': 452.0}, 'sg g_C': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 79.0}, 'sg g_H': {'precision': 0.8250825082508251, 'recall': 0.8690614136732329, 'f1-score': 0.8465011286681715, 'support': 863.0}, 'sg g_N': {'precision': 0.75, 'recall': 0.9857142857142858, 'f1-score': 0.8518518518518519, 'support': 70.0}, 'sg g_O': {'precision': 0.5714285714285714, 'recall': 0.6666666666666666, 'f1-score': 0.6153846153846154, 'support': 12.0}, 'sg g_P': {'precision': 0.9633204633204633, 'recall': 0.9139194139194139, 'f1-score': 0.9379699248120301, 'support': 546.0}, 'sg g_S': {'precision': 0.9463993453355155, 'recall': 0.8986013986013986, 'f1-score': 0.9218812275807095, 'support': 2574.0}, 'sg g_U': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 11.0}, 'sg g_Y': {'precision': 0.9, 'recall': 0.8181818181818182, 'f1-score': 0.8571428571428571, 'support': 11.0}, 'sg ill_A': {'precision': 1.0, 'recall': 0.625, 'f1-score': 0.7692307692307693, 'support': 16.0}, 'sg ill_H': {'precision': 0.85, 'recall': 0.7727272727272727, 'f1-score': 0.8095238095238095, 'support': 22.0}, 'sg ill_P': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 4.0}, 'sg ill_S': {'precision': 0.9538461538461539, 'recall': 0.8266666666666667, 'f1-score': 0.8857142857142857, 'support': 75.0}, 'sg in_A': {'precision': 0.9887640449438202, 'recall': 0.967032967032967, 'f1-score': 0.9777777777777777, 'support': 91.0}, 'sg in_C': {'precision': 1.0, 'recall': 0.9, 'f1-score': 0.9473684210526315, 'support': 10.0}, 'sg in_H': {'precision': 0.8933333333333333, 'recall': 0.8874172185430463, 'f1-score': 0.8903654485049833, 'support': 151.0}, 'sg in_N': {'precision': 0.5714285714285714, 'recall': 1.0, 'f1-score': 0.7272727272727273, 'support': 4.0}, 'sg in_O': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.75, 'support': 3.0}, 'sg in_P': {'precision': 0.9811320754716981, 'recall': 0.9454545454545454, 'f1-score': 0.9629629629629629, 'support': 55.0}, 'sg in_S': {'precision': 0.9654605263157895, 'recall': 0.9513776337115073, 'f1-score': 0.9583673469387755, 'support': 617.0}, 'sg in_U': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, 'sg in_Y': {'precision': 0.35294117647058826, 'recall': 0.8571428571428571, 'f1-score': 0.5, 'support': 7.0}, 'sg kom_A': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 2.0}, 'sg kom_H': {'precision': 0.8695652173913043, 'recall': 0.9090909090909091, 'f1-score': 0.8888888888888888, 'support': 22.0}, 'sg kom_P': {'precision': 1.0, 'recall': 0.9393939393939394, 'f1-score': 0.96875, 'support': 33.0}, 'sg kom_S': {'precision': 0.9908536585365854, 'recall': 0.9878419452887538, 'f1-score': 0.989345509893455, 'support': 329.0}, 'sg kom_Y': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 1.0}, 'sg n_A': {'precision': 0.9741100323624595, 'recall': 0.9688841201716738, 'f1-score': 0.9714900484131254, 'support': 932.0}, 'sg n_C': {'precision': 0.9722222222222222, 'recall': 1.0, 'f1-score': 0.9859154929577465, 'support': 140.0}, 'sg n_H': {'precision': 0.9229152067274001, 'recall': 0.887466307277628, 'f1-score': 0.9048436963242872, 'support': 1484.0}, 'sg n_N': {'precision': 0.797752808988764, 'recall': 0.9861111111111112, 'f1-score': 0.8819875776397516, 'support': 144.0}, 'sg n_O': {'precision': 0.6176470588235294, 'recall': 0.8076923076923077, 'f1-score': 0.7, 'support': 26.0}, 'sg n_P': {'precision': 0.954248366013072, 'recall': 0.8848484848484849, 'f1-score': 0.9182389937106918, 'support': 1155.0}, 'sg n_S': {'precision': 0.9411764705882353, 'recall': 0.9294346978557505, 'f1-score': 0.9352687328364064, 'support': 2565.0}, 'sg n_U': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 19.0}, 'sg n_Y': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, 'sg p_A': {'precision': 0.9844961240310077, 'recall': 0.9584905660377359, 'f1-score': 0.97131931166348, 'support': 265.0}, 'sg p_C': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 26.0}, 'sg p_H': {'precision': 0.5102040816326531, 'recall': 0.7352941176470589, 'f1-score': 0.6024096385542169, 'support': 34.0}, 'sg p_N': {'precision': 0.7317073170731707, 'recall': 0.9375, 'f1-score': 0.821917808219178, 'support': 32.0}, 'sg p_O': {'precision': 0.7777777777777778, 'recall': 0.875, 'f1-score': 0.8235294117647058, 'support': 8.0}, 'sg p_P': {'precision': 0.9624664879356568, 'recall': 0.9111675126903553, 'f1-score': 0.9361147327249022, 'support': 394.0}, 'sg p_S': {'precision': 0.889795918367347, 'recall': 0.9146853146853147, 'f1-score': 0.9020689655172414, 'support': 1430.0}, 'sg p_U': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 4.0}, 'sg p_Y': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, 'sg ter_A': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, 'sg ter_H': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, 'sg ter_N': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 0.0}, 'sg ter_P': {'precision': 1.0, 'recall': 0.8, 'f1-score': 0.8888888888888888, 'support': 5.0}, 'sg ter_S': {'precision': 0.9375, 'recall': 0.8333333333333334, 'f1-score': 0.8823529411764706, 'support': 36.0}, 'sg tr_A': {'precision': 0.9770992366412213, 'recall': 0.9922480620155039, 'f1-score': 0.9846153846153847, 'support': 129.0}, 'sg tr_C': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 18.0}, 'sg tr_H': {'precision': 0.5, 'recall': 1.0, 'f1-score': 0.6666666666666666, 'support': 1.0}, 'sg tr_N': {'precision': 0.8333333333333334, 'recall': 0.8333333333333334, 'f1-score': 0.8333333333333334, 'support': 6.0}, 'sg tr_O': {'precision': 1.0, 'recall': 0.8, 'f1-score': 0.8888888888888888, 'support': 5.0}, 'sg tr_P': {'precision': 1.0, 'recall': 0.8717948717948718, 'f1-score': 0.9315068493150684, 'support': 39.0}, 'sg tr_S': {'precision': 0.9863481228668942, 'recall': 0.8117977528089888, 'f1-score': 0.8906009244992296, 'support': 356.0}, 'sg tr_U': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 5.0}, 'sid_V': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 207.0}, 'sime_V': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 37.0}, 'sin_V': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 135.0}, 'site_V': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 1.0}, 'ta_V': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 5.0}, 'tagu_V': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 2.0}, 'taks_V': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 4.0}, 'takse_V': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 140.0}, 'tama_V': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 2.0}, 'te_V': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 18.0}, 'ti_V': {'precision': 1.0, 'recall': 0.9883720930232558, 'f1-score': 0.9941520467836257, 'support': 86.0}, 'tud_V': {'precision': 0.6339285714285714, 'recall': 0.5378787878787878, 'f1-score': 0.5819672131147541, 'support': 264.0}, 'vad_V': {'precision': 0.5664488017429193, 'recall': 0.9558823529411765, 'f1-score': 0.7113543091655267, 'support': 272.0}, 'vat_V': {'precision': 0.9, 'recall': 0.9, 'f1-score': 0.9, 'support': 10.0}, 'accuracy': 0.9161652711743173, 'macro avg': {'precision': 0.7179222246052881, 'recall': 0.7291993120583714, 'f1-score': 0.7108954338373781, 'support': 47534.0}, 'weighted avg': {'precision': 0.9314635252492468, 'recall': 0.9161652711743173, 'f1-score': 0.9186624127009987, 'support': 47534.0}}
|
