| ================= |
|
|
| Accuracy: 0.6199 |
| Macro F1: 0.6127 |
| Weighted F1: 0.6127 |
|
|
| ================= |
|
|
| F1-score 0.9-0.99: 39 classes |
| F1-score 0.7-0.8: 23 classes |
| F1-score 0.5-0.6: 24 classes |
| F1-score 0.4-0.5: 36 classes |
| F1-score below 0.4: 49 classes |
|
|
| ================= |
|
|
| ----------------- |
| range 0.0 - 0.1 |
| ----------------- |
| None |
|
|
| ----------------- |
| range 0.1 - 0.2 |
| ----------------- |
| CHEMBL261: Carbonic anhydrase I (F1: 0.1833) |
| CHEMBL333: Matrix metalloproteinase-2 (F1: 0.1763) |
| CHEMBL228: Serotonin transporter (F1: 0.1625) |
| CHEMBL2971: Tyrosine-protein kinase JAK2 (F1: 0.1571) |
| CHEMBL3594: Carbonic anhydrase IX (F1: 0.1529) |
| CHEMBL217: Dopamine D2 receptor (F1: 0.1306) |
|
|
| ----------------- |
| range 0.2 - 0.3 |
| ----------------- |
| CHEMBL301: Cyclin-dependent kinase 2 (F1: 0.2981) |
| CHEMBL251: Adenosine A2a receptor (F1: 0.2963) |
| CHEMBL332: Matrix metalloproteinase-1 (F1: 0.2959) |
| CHEMBL3267: PI3-kinase p110-gamma subunit (F1: 0.2880) |
| CHEMBL1937: Histone deacetylase 2 (F1: 0.2857) |
| CHEMBL2185: Serine/threonine-protein kinase Aurora-B (F1: 0.2849) |
| CHEMBL325: Histone deacetylase 1 (F1: 0.2799) |
| CHEMBL226: Adenosine A1 receptor (F1: 0.2739) |
| CHEMBL340: Cytochrome P450 3A4 (F1: 0.2733) |
| CHEMBL1865: Histone deacetylase 6 (F1: 0.2633) |
| CHEMBL224: Serotonin 2a (5-HT2a) receptor (F1: 0.2521) |
| CHEMBL225: Serotonin 2c (5-HT2c) receptor (F1: 0.2520) |
| CHEMBL205: Carbonic anhydrase II (F1: 0.2507) |
| CHEMBL232: Alpha-1b adrenergic receptor (F1: 0.2234) |
| CHEMBL233: Mu opioid receptor (F1: 0.2201) |
| CHEMBL279: Vascular endothelial growth factor receptor 2 (F1: 0.2194) |
| CHEMBL240: HERG (F1: 0.2188) |
| CHEMBL229: Alpha-1a adrenergic receptor (F1: 0.2120) |
| CHEMBL3397: Cytochrome P450 2C9 (F1: 0.2065) |
|
|
| ----------------- |
| range 0.3 - 0.4 |
| ----------------- |
| CHEMBL280: Matrix metalloproteinase 13 (F1: 0.3957) |
| CHEMBL3231: Rho-associated protein kinase 1 (F1: 0.3923) |
| CHEMBL210: Beta-2 adrenergic receptor (F1: 0.3911) |
| CHEMBL256: Adenosine A3 receptor (F1: 0.3826) |
| CHEMBL1936: Stem cell growth factor receptor (F1: 0.3786) |
| CHEMBL245: Muscarinic acetylcholine receptor M3 (F1: 0.3774) |
| CHEMBL3145: PI3-kinase p110-beta subunit (F1: 0.3697) |
| CHEMBL213: Beta-1 adrenergic receptor (F1: 0.3696) |
| CHEMBL3837: Cathepsin L (F1: 0.3684) |
| CHEMBL2742: Fibroblast growth factor receptor 3 (F1: 0.3669) |
| CHEMBL2148: Tyrosine-protein kinase JAK3 (F1: 0.3621) |
| CHEMBL223: Alpha-1d adrenergic receptor (F1: 0.3579) |
| CHEMBL2147: Serine/threonine-protein kinase PIM1 (F1: 0.3578) |
| CHEMBL3650: Fibroblast growth factor receptor 1 (F1: 0.3386) |
| CHEMBL283: Matrix metalloproteinase 3 (F1: 0.3379) |
| CHEMBL289: Cytochrome P450 2D6 (F1: 0.3315) |
| CHEMBL3242: Carbonic anhydrase XII (F1: 0.3229) |
| CHEMBL214: Serotonin 1a (5-HT1a) receptor (F1: 0.3204) |
| CHEMBL234: Dopamine D3 receptor (F1: 0.3204) |
| CHEMBL1983: Serotonin 1d (5-HT1d) receptor (F1: 0.3150) |
| CHEMBL4005: PI3-kinase p110-alpha subunit (F1: 0.3109) |
| CHEMBL2292: Dual-specificity tyrosine-phosphorylation regulated kinase 1A (F1: 0.3096) |
| CHEMBL321: Matrix metalloproteinase 9 (F1: 0.3056) |
| CHEMBL211: Muscarinic acetylcholine receptor M2 (F1: 0.3030) |
|
|
| ----------------- |
| range 0.4 - 0.5 |
| ----------------- |
| CHEMBL2039: Monoamine oxidase B (F1: 0.4977) |
| CHEMBL4361: Induced myeloid leukemia cell differentiation protein Mcl-1 (F1: 0.4962) |
| CHEMBL1951: Monoamine oxidase A (F1: 0.4951) |
| CHEMBL206: Estrogen receptor alpha (F1: 0.4948) |
| CHEMBL236: Delta opioid receptor (F1: 0.4933) |
| CHEMBL239: Peroxisome proliferator-activated receptor alpha (F1: 0.4916) |
| CHEMBL267: Tyrosine-protein kinase SRC (F1: 0.4896) |
| CHEMBL4072: Cathepsin B (F1: 0.4878) |
| CHEMBL268: Cathepsin K (F1: 0.4808) |
| CHEMBL2326: Carbonic anhydrase VII (F1: 0.4742) |
| CHEMBL1913: Platelet-derived growth factor receptor beta (F1: 0.4717) |
| CHEMBL1868: Vascular endothelial growth factor receptor 1 (F1: 0.4676) |
| CHEMBL4142: Fibroblast growth factor receptor 2 (F1: 0.4579) |
| CHEMBL1898: Serotonin 1b (5-HT1b) receptor (F1: 0.4560) |
| CHEMBL3130: PI3-kinase p110-delta subunit (F1: 0.4505) |
| CHEMBL4225: Dual specificity protein kinase CLK2 (F1: 0.4476) |
| CHEMBL4588: Matrix metalloproteinase 8 (F1: 0.4472) |
| CHEMBL4523: Serine/threonine-protein kinase PIM2 (F1: 0.4419) |
| CHEMBL3155: Serotonin 7 (5-HT7) receptor (F1: 0.4416) |
| CHEMBL238: Dopamine transporter (F1: 0.4403) |
| CHEMBL220: Acetylcholinesterase (F1: 0.4375) |
| CHEMBL258: Tyrosine-protein kinase LCK (F1: 0.4296) |
| CHEMBL1974: Tyrosine-protein kinase receptor FLT3 (F1: 0.4293) |
| CHEMBL308: Cyclin-dependent kinase 1 (F1: 0.4276) |
| CHEMBL237: Kappa opioid receptor (F1: 0.4270) |
| CHEMBL5113: Orexin receptor 1 (F1: 0.4252) |
| CHEMBL231: Histamine H1 receptor (F1: 0.4251) |
| CHEMBL222: Norepinephrine transporter (F1: 0.4245) |
| CHEMBL3729: Carbonic anhydrase IV (F1: 0.4194) |
| CHEMBL2722: Cytochrome P450 11B2 (F1: 0.4146) |
| CHEMBL4722: Serine/threonine-protein kinase Aurora-A (F1: 0.4126) |
| CHEMBL216: Muscarinic acetylcholine receptor M1 (F1: 0.4092) |
| CHEMBL3192: Histone deacetylase 8 (F1: 0.4078) |
| CHEMBL1829: Histone deacetylase 3 (F1: 0.4073) |
| CHEMBL1833: Serotonin 2b (5-HT2b) receptor (F1: 0.4026) |
| CHEMBL203: Epidermal growth factor receptor erbB1 (F1: 0.4023) |
|
|
| ----------------- |
| range 0.5 - 0.6 |
| ----------------- |
| CHEMBL204: Thrombin (F1: 0.5959) |
| CHEMBL3979: Peroxisome proliferator-activated receptor delta (F1: 0.5919) |
| CHEMBL4860: Apoptosis regulator Bcl-2 (F1: 0.5876) |
| CHEMBL218: Cannabinoid CB1 receptor (F1: 0.5831) |
| CHEMBL2056: Dopamine D1 receptor (F1: 0.5783) |
| CHEMBL1862: Tyrosine-protein kinase ABL (F1: 0.5741) |
| CHEMBL1908: Cytochrome P450 11B1 (F1: 0.5720) |
| CHEMBL246: Beta-3 adrenergic receptor (F1: 0.5650) |
| CHEMBL4204: MAP kinase signal-integrating kinase 2 (F1: 0.5504) |
| CHEMBL4822: Beta-secretase 1 (F1: 0.5460) |
| CHEMBL242: Estrogen receptor beta (F1: 0.5356) |
| CHEMBL5407: Serine/threonine-protein kinase PIM3 (F1: 0.5311) |
| CHEMBL253: Cannabinoid CB2 receptor (F1: 0.5288) |
| CHEMBL262: Glycogen synthase kinase-3 beta (F1: 0.5248) |
| CHEMBL219: Dopamine D4 receptor (F1: 0.5246) |
| CHEMBL2973: Rho-associated protein kinase 2 (F1: 0.5241) |
| CHEMBL4501: Ribosomal protein S6 kinase 1 (F1: 0.5209) |
| CHEMBL3973: Fibroblast growth factor receptor 4 (F1: 0.5180) |
| CHEMBL2954: Cathepsin S (F1: 0.5172) |
| CHEMBL3553: Tyrosine-protein kinase TYK2 (F1: 0.5138) |
| CHEMBL4792: Orexin receptor 2 (F1: 0.5133) |
| CHEMBL2835: Tyrosine-protein kinase JAK1 (F1: 0.5119) |
| CHEMBL235: Peroxisome proliferator-activated receptor gamma (F1: 0.5030) |
| CHEMBL1821: Muscarinic acetylcholine receptor M4 (F1: 0.5000) |
|
|
| ----------------- |
| range 0.6 - 0.7 |
| ----------------- |
| CHEMBL5145: Serine/threonine-protein kinase B-raf (F1: 0.6977) |
| CHEMBL4302: P-glycoprotein 1 (F1: 0.6957) |
| CHEMBL230: Cyclooxygenase-2 (F1: 0.6847) |
| CHEMBL2525: Beta secretase 2 (F1: 0.6829) |
| CHEMBL3116: Cyclin-dependent kinase 9 (F1: 0.6667) |
| CHEMBL4625: Apoptosis regulator Bcl-X (F1: 0.6652) |
| CHEMBL2034: Glucocorticoid receptor (F1: 0.6650) |
| CHEMBL244: Coagulation factor X (F1: 0.6649) |
| CHEMBL264: Histamine H3 receptor (F1: 0.6617) |
| CHEMBL4247: ALK tyrosine kinase receptor (F1: 0.6545) |
| CHEMBL2276: c-Jun N-terminal kinase 1 (F1: 0.6506) |
| CHEMBL4979: Sodium/glucose cotransporter 1 (F1: 0.6467) |
| CHEMBL1824: Receptor protein-tyrosine kinase erbB-2 (F1: 0.6447) |
| CHEMBL215: Arachidonate 5-lipoxygenase (F1: 0.6416) |
| CHEMBL4333: Sphingosine 1-phosphate receptor Edg-1 (F1: 0.6409) |
| CHEMBL3706: ADAM17 (F1: 0.6316) |
| CHEMBL1844: Macrophage colony stimulating factor receptor (F1: 0.6263) |
| CHEMBL208: Progesterone receptor (F1: 0.6253) |
| CHEMBL2842: Serine/threonine-protein kinase mTOR (F1: 0.6196) |
| CHEMBL1914: Butyrylcholinesterase (F1: 0.6186) |
| CHEMBL255: Adenosine A2b receptor (F1: 0.6147) |
| CHEMBL287: Sigma opioid receptor (F1: 0.6104) |
| CHEMBL3371: Serotonin 6 (5-HT6) receptor (F1: 0.6087) |
|
|
| ----------------- |
| range 0.7 - 0.8 |
| ----------------- |
| CHEMBL5658: Prostaglandin E synthase (F1: 0.7913) |
| CHEMBL335: Protein-tyrosine phosphatase 1B (F1: 0.7891) |
| CHEMBL331: Cyclin-dependent kinase 4 (F1: 0.7810) |
| CHEMBL3717: Hepatocyte growth factor receptor (F1: 0.7656) |
| CHEMBL2014: Nociceptin receptor (F1: 0.7632) |
| CHEMBL1978: Cytochrome P450 19A1 (F1: 0.7553) |
| CHEMBL2111389: CDK9/cyclin T1 (F1: 0.7526) |
| CHEMBL4578: Maternal embryonic leucine zipper kinase (F1: 0.7494) |
| CHEMBL1906: Serine/threonine-protein kinase RAF (F1: 0.7488) |
| CHEMBL4630: Serine/threonine-protein kinase Chk1 (F1: 0.7441) |
| CHEMBL3024: Serine/threonine-protein kinase PLK1 (F1: 0.7422) |
| CHEMBL3884: Sodium/glucose cotransporter 2 (F1: 0.7409) |
| CHEMBL2581: Cathepsin D (F1: 0.7404) |
| CHEMBL209: Trypsin I (F1: 0.7333) |
| CHEMBL2815: Nerve growth factor receptor Trk-A (F1: 0.7296) |
| CHEMBL2695: Focal adhesion kinase 1 (F1: 0.7294) |
| CHEMBL3892: Sphingosine 1-phosphate receptor Edg-3 (F1: 0.7211) |
| CHEMBL4282: Serine/threonine-protein kinase AKT (F1: 0.7163) |
| CHEMBL5393: ATP-binding cassette sub-family G member 2 (F1: 0.7153) |
| CHEMBL1957: Insulin-like growth factor I receptor (F1: 0.7115) |
| CHEMBL2487: Amyloid-beta A4 protein (F1: 0.7042) |
| CHEMBL1871: Androgen Receptor (F1: 0.7040) |
| CHEMBL260: MAP kinase p38 alpha (F1: 0.7010) |
|
|
| ----------------- |
| range 0.8 - 0.9 |
| ----------------- |
| CHEMBL4015: C-C chemokine receptor type 2 (F1: 0.8993) |
| CHEMBL4439: TGF-beta receptor type I (F1: 0.8988) |
| CHEMBL1741186: Nuclear receptor ROR-gamma (F1: 0.8985) |
| CHEMBL4235: 11-beta-hydroxysteroid dehydrogenase 1 (F1: 0.8967) |
| CHEMBL4296: Sodium channel protein type IX alpha subunit (F1: 0.8960) |
| CHEMBL4409: Phosphodiesterase 10A (F1: 0.8960) |
| CHEMBL4794: Vanilloid receptor (F1: 0.8873) |
| CHEMBL3983: Dual specificity protein kinase TTK (F1: 0.8834) |
| CHEMBL1163125: Bromodomain-containing protein 4 (F1: 0.8788) |
| CHEMBL274: C-C chemokine receptor type 5 (F1: 0.8784) |
| CHEMBL3227: Metabotropic glutamate receptor 5 (F1: 0.8715) |
| CHEMBL2334: Caspase-3 (F1: 0.8651) |
| CHEMBL2047: Bile acid receptor FXR (F1: 0.8628) |
| CHEMBL4040: MAP kinase ERK2 (F1: 0.8607) |
| CHEMBL6136: Lysine-specific histone demethylase 1 (F1: 0.8544) |
| CHEMBL3880: Heat shock protein HSP 90-alpha (F1: 0.8537) |
| CHEMBL344: Melanin-concentrating hormone receptor 1 (F1: 0.8449) |
| CHEMBL1827: Phosphodiesterase 5A (F1: 0.8325) |
| CHEMBL275: Phosphodiesterase 4B (F1: 0.8286) |
| CHEMBL3759: Histamine H4 receptor (F1: 0.8286) |
| CHEMBL3473: C-C chemokine receptor type 3 (F1: 0.8253) |
| CHEMBL2599: Tyrosine-protein kinase SYK (F1: 0.8247) |
| CHEMBL1075104: Leucine-rich repeat serine/threonine-protein kinase 2 (F1: 0.8212) |
| CHEMBL3778: Interleukin-1 receptor-associated kinase 4 (F1: 0.8177) |
| CHEMBL4685: Indoleamine 2,3-dioxygenase (F1: 0.8171) |
| CHEMBL2409: Epoxide hydratase (F1: 0.8075) |
| CHEMBL5251: Tyrosine-protein kinase BTK (F1: 0.8051) |
|
|
| ----------------- |
| range 0.9 - 1.0 |
| ----------------- |
| CHEMBL252: Endothelin receptor ET-A (F1: 0.9875) |
| CHEMBL4829: Acetyl-CoA carboxylase 2 (F1: 0.9849) |
| CHEMBL3713062: Tissue factor pathway inhibitor (F1: 0.9825) |
| CHEMBL2176771: Complement factor D (F1: 0.9801) |
| CHEMBL3988583: Sepiapterin reductase (F1: 0.9798) |
| CHEMBL3572: Cholesteryl ester transfer protein (F1: 0.9776) |
| CHEMBL1800: Corticotropin releasing factor receptor 1 (F1: 0.9750) |
| CHEMBL4198: Inhibitor of apoptosis protein 3 (F1: 0.9704) |
| CHEMBL5137: Metabotropic glutamate receptor 2 (F1: 0.9679) |
| CHEMBL5652: Glucose-dependent insulinotropic receptor (F1: 0.9677) |
| CHEMBL1985: Glucagon receptor (F1: 0.9674) |
| CHEMBL2001: Purinergic receptor P2Y12 (F1: 0.9674) |
| CHEMBL2007625: Isocitrate dehydrogenase [NADP] cytoplasmic (F1: 0.9628) |
| CHEMBL3820: Hexokinase type IV (F1: 0.9606) |
| CHEMBL4550: 5-lipoxygenase activating protein (F1: 0.9606) |
| CHEMBL6009: Diacylglycerol O-acyltransferase 1 (F1: 0.9604) |
| CHEMBL298: Cholecystokinin B receptor (F1: 0.9582) |
| CHEMBL1855: Gonadotropin-releasing hormone receptor (F1: 0.9538) |
| CHEMBL1945: Melatonin receptor 1A (F1: 0.9512) |
| CHEMBL4561: Neuropeptide Y receptor type 5 (F1: 0.9484) |
| CHEMBL4805: P2X purinoceptor 7 (F1: 0.9439) |
| CHEMBL5071: G protein-coupled receptor 44 (F1: 0.9438) |
| CHEMBL4616: Ghrelin receptor (F1: 0.9409) |
| CHEMBL4422: Free fatty acid receptor 1 (F1: 0.9406) |
| CHEMBL4441: C-X-C chemokine receptor type 3 (F1: 0.9403) |
| CHEMBL248: Leukocyte elastase (F1: 0.9373) |
| CHEMBL2998: P2X purinoceptor 3 (F1: 0.9363) |
| CHEMBL1744525: Nicotinamide phosphoribosyltransferase (F1: 0.9307) |
| CHEMBL1966: Dihydroorotate dehydrogenase (F1: 0.9272) |
| CHEMBL5023: p53-binding protein Mdm-2 (F1: 0.9250) |
| CHEMBL259: Melanocortin receptor 4 (F1: 0.9246) |
| CHEMBL1889: Vasopressin V1a receptor (F1: 0.9173) |
| CHEMBL3105: Poly [ADP-ribose] polymerase-1 (F1: 0.9158) |
| CHEMBL286: Renin (F1: 0.9148) |
| CHEMBL2000: Plasma kallikrein (F1: 0.9109) |
| CHEMBL249: Neurokinin 1 receptor (F1: 0.9104) |
| CHEMBL2243: Anandamide amidohydrolase (F1: 0.9059) |
| CHEMBL284: Dipeptidyl peptidase IV (F1: 0.9037) |
| CHEMBL2094135: Gamma-secretase (F1: 0.9020) |
|
|
| ================= |
| Class: 0 |
| Precision: 0.8274 |
| Recall: 0.8150 |
| F1-score: 0.8212 |
| Support: 200 |
|
|
| Class: 1 |
| Precision: 0.8878 |
| Recall: 0.8700 |
| F1-score: 0.8788 |
| Support: 200 |
|
|
| Class: 2 |
| Precision: 0.9124 |
| Recall: 0.8850 |
| F1-score: 0.8985 |
| Support: 200 |
|
|
| Class: 3 |
| Precision: 0.9216 |
| Recall: 0.9400 |
| F1-score: 0.9307 |
| Support: 200 |
|
|
| Class: 4 |
| Precision: 0.9750 |
| Recall: 0.9750 |
| F1-score: 0.9750 |
| Support: 200 |
|
|
| Class: 5 |
| Precision: 0.4549 |
| Recall: 0.5550 |
| F1-score: 0.5000 |
| Support: 200 |
|
|
| Class: 6 |
| Precision: 0.6089 |
| Recall: 0.6850 |
| F1-score: 0.6447 |
| Support: 200 |
|
|
| Class: 7 |
| Precision: 0.8204 |
| Recall: 0.8450 |
| F1-score: 0.8325 |
| Support: 200 |
|
|
| Class: 8 |
| Precision: 0.3436 |
| Recall: 0.5000 |
| F1-score: 0.4073 |
| Support: 200 |
|
|
| Class: 9 |
| Precision: 0.3580 |
| Recall: 0.4600 |
| F1-score: 0.4026 |
| Support: 200 |
|
|
| Class: 10 |
| Precision: 0.6327 |
| Recall: 0.6200 |
| F1-score: 0.6263 |
| Support: 200 |
|
|
| Class: 11 |
| Precision: 0.9789 |
| Recall: 0.9300 |
| F1-score: 0.9538 |
| Support: 200 |
|
|
| Class: 12 |
| Precision: 0.5422 |
| Recall: 0.6100 |
| F1-score: 0.5741 |
| Support: 200 |
|
|
| Class: 13 |
| Precision: 0.2994 |
| Recall: 0.2350 |
| F1-score: 0.2633 |
| Support: 200 |
|
|
| Class: 14 |
| Precision: 0.4353 |
| Recall: 0.5050 |
| F1-score: 0.4676 |
| Support: 200 |
|
|
| Class: 15 |
| Precision: 0.7543 |
| Recall: 0.6600 |
| F1-score: 0.7040 |
| Support: 200 |
|
|
| Class: 16 |
| Precision: 0.8700 |
| Recall: 0.9700 |
| F1-score: 0.9173 |
| Support: 200 |
|
|
| Class: 17 |
| Precision: 0.4156 |
| Recall: 0.5050 |
| F1-score: 0.4560 |
| Support: 200 |
|
|
| Class: 18 |
| Precision: 0.7117 |
| Recall: 0.7900 |
| F1-score: 0.7488 |
| Support: 200 |
|
|
| Class: 19 |
| Precision: 0.4682 |
| Recall: 0.7350 |
| F1-score: 0.5720 |
| Support: 200 |
|
|
| Class: 20 |
| Precision: 0.4638 |
| Recall: 0.4800 |
| F1-score: 0.4717 |
| Support: 200 |
|
|
| Class: 21 |
| Precision: 0.5783 |
| Recall: 0.6650 |
| F1-score: 0.6186 |
| Support: 200 |
|
|
| Class: 22 |
| Precision: 0.3414 |
| Recall: 0.4250 |
| F1-score: 0.3786 |
| Support: 200 |
|
|
| Class: 23 |
| Precision: 0.3034 |
| Recall: 0.2700 |
| F1-score: 0.2857 |
| Support: 200 |
|
|
| Class: 24 |
| Precision: 0.9286 |
| Recall: 0.9750 |
| F1-score: 0.9512 |
| Support: 200 |
|
|
| Class: 25 |
| Precision: 0.4856 |
| Recall: 0.5050 |
| F1-score: 0.4951 |
| Support: 200 |
|
|
| Class: 26 |
| Precision: 0.6852 |
| Recall: 0.7400 |
| F1-score: 0.7115 |
| Support: 200 |
|
|
| Class: 27 |
| Precision: 0.9009 |
| Recall: 0.9550 |
| F1-score: 0.9272 |
| Support: 200 |
|
|
| Class: 28 |
| Precision: 0.4337 |
| Recall: 0.4250 |
| F1-score: 0.4293 |
| Support: 200 |
|
|
| Class: 29 |
| Precision: 0.8068 |
| Recall: 0.7100 |
| F1-score: 0.7553 |
| Support: 200 |
|
|
| Class: 30 |
| Precision: 0.3315 |
| Recall: 0.3000 |
| F1-score: 0.3150 |
| Support: 200 |
|
|
| Class: 31 |
| Precision: 0.9698 |
| Recall: 0.9650 |
| F1-score: 0.9674 |
| Support: 200 |
|
|
| Class: 32 |
| Precision: 0.9275 |
| Recall: 0.8950 |
| F1-score: 0.9109 |
| Support: 200 |
|
|
| Class: 33 |
| Precision: 0.9698 |
| Recall: 0.9650 |
| F1-score: 0.9674 |
| Support: 200 |
|
|
| Class: 34 |
| Precision: 0.9557 |
| Recall: 0.9700 |
| F1-score: 0.9628 |
| Support: 200 |
|
|
| Class: 35 |
| Precision: 0.6797 |
| Recall: 0.8700 |
| F1-score: 0.7632 |
| Support: 200 |
|
|
| Class: 36 |
| Precision: 0.4825 |
| Recall: 0.3450 |
| F1-score: 0.4023 |
| Support: 200 |
|
|
| Class: 37 |
| Precision: 0.6507 |
| Recall: 0.6800 |
| F1-score: 0.6650 |
| Support: 200 |
|
|
| Class: 38 |
| Precision: 0.4690 |
| Recall: 0.5300 |
| F1-score: 0.4977 |
| Support: 200 |
|
|
| Class: 39 |
| Precision: 0.6183 |
| Recall: 0.5750 |
| F1-score: 0.5959 |
| Support: 200 |
|
|
| Class: 40 |
| Precision: 0.8607 |
| Recall: 0.8650 |
| F1-score: 0.8628 |
| Support: 200 |
|
|
| Class: 41 |
| Precision: 0.2830 |
| Recall: 0.2250 |
| F1-score: 0.2507 |
| Support: 200 |
|
|
| Class: 42 |
| Precision: 0.5115 |
| Recall: 0.6650 |
| F1-score: 0.5783 |
| Support: 200 |
|
|
| Class: 43 |
| Precision: 0.5106 |
| Recall: 0.4800 |
| F1-score: 0.4948 |
| Support: 200 |
|
|
| Class: 44 |
| Precision: 0.5982 |
| Recall: 0.6550 |
| F1-score: 0.6253 |
| Support: 200 |
|
|
| Class: 45 |
| Precision: 0.7000 |
| Recall: 0.7700 |
| F1-score: 0.7333 |
| Support: 200 |
|
|
| Class: 46 |
| Precision: 0.8846 |
| Recall: 0.9200 |
| F1-score: 0.9020 |
| Support: 200 |
|
|
| Class: 47 |
| Precision: 0.4430 |
| Recall: 0.3500 |
| F1-score: 0.3911 |
| Support: 200 |
|
|
| Class: 48 |
| Precision: 0.3061 |
| Recall: 0.3000 |
| F1-score: 0.3030 |
| Support: 200 |
|
|
| Class: 49 |
| Precision: 0.7944 |
| Recall: 0.7150 |
| F1-score: 0.7526 |
| Support: 200 |
|
|
| Class: 50 |
| Precision: 0.3744 |
| Recall: 0.3650 |
| F1-score: 0.3696 |
| Support: 200 |
|
|
| Class: 51 |
| Precision: 0.3580 |
| Recall: 0.2900 |
| F1-score: 0.3204 |
| Support: 200 |
|
|
| Class: 52 |
| Precision: 0.4956 |
| Recall: 0.2800 |
| F1-score: 0.3578 |
| Support: 200 |
|
|
| Class: 53 |
| Precision: 0.4088 |
| Recall: 0.3250 |
| F1-score: 0.3621 |
| Support: 200 |
|
|
| Class: 54 |
| Precision: 0.6432 |
| Recall: 0.6400 |
| F1-score: 0.6416 |
| Support: 200 |
|
|
| Class: 55 |
| Precision: 0.4188 |
| Recall: 0.4000 |
| F1-score: 0.4092 |
| Support: 200 |
|
|
| Class: 56 |
| Precision: 0.2088 |
| Recall: 0.0950 |
| F1-score: 0.1306 |
| Support: 200 |
|
|
| Class: 57 |
| Precision: 0.9752 |
| Recall: 0.9850 |
| F1-score: 0.9801 |
| Support: 200 |
|
|
| Class: 58 |
| Precision: 0.5628 |
| Recall: 0.6050 |
| F1-score: 0.5831 |
| Support: 200 |
|
|
| Class: 59 |
| Precision: 0.3152 |
| Recall: 0.2600 |
| F1-score: 0.2849 |
| Support: 200 |
|
|
| Class: 60 |
| Precision: 0.4934 |
| Recall: 0.5600 |
| F1-score: 0.5246 |
| Support: 200 |
|
|
| Class: 61 |
| Precision: 0.5066 |
| Recall: 0.3850 |
| F1-score: 0.4375 |
| Support: 200 |
|
|
| Class: 62 |
| Precision: 0.4018 |
| Recall: 0.4500 |
| F1-score: 0.4245 |
| Support: 200 |
|
|
| Class: 63 |
| Precision: 0.3239 |
| Recall: 0.4000 |
| F1-score: 0.3579 |
| Support: 200 |
|
|
| Class: 64 |
| Precision: 0.2866 |
| Recall: 0.2250 |
| F1-score: 0.2521 |
| Support: 200 |
|
|
| Class: 65 |
| Precision: 0.8971 |
| Recall: 0.9150 |
| F1-score: 0.9059 |
| Support: 200 |
|
|
| Class: 66 |
| Precision: 0.2652 |
| Recall: 0.2400 |
| F1-score: 0.2520 |
| Support: 200 |
|
|
| Class: 67 |
| Precision: 0.2834 |
| Recall: 0.2650 |
| F1-score: 0.2739 |
| Support: 200 |
|
|
| Class: 68 |
| Precision: 0.6279 |
| Recall: 0.6750 |
| F1-score: 0.6506 |
| Support: 200 |
|
|
| Class: 69 |
| Precision: 0.2771 |
| Recall: 0.1150 |
| F1-score: 0.1625 |
| Support: 200 |
|
|
| Class: 70 |
| Precision: 0.2483 |
| Recall: 0.1850 |
| F1-score: 0.2120 |
| Support: 200 |
|
|
| Class: 71 |
| Precision: 0.3144 |
| Recall: 0.3050 |
| F1-score: 0.3096 |
| Support: 200 |
|
|
| Class: 72 |
| Precision: 0.6748 |
| Recall: 0.6950 |
| F1-score: 0.6847 |
| Support: 200 |
|
|
| Class: 73 |
| Precision: 0.4112 |
| Recall: 0.4400 |
| F1-score: 0.4251 |
| Support: 200 |
|
|
| Class: 74 |
| Precision: 0.2455 |
| Recall: 0.2050 |
| F1-score: 0.2234 |
| Support: 200 |
|
|
| Class: 75 |
| Precision: 0.3839 |
| Recall: 0.6200 |
| F1-score: 0.4742 |
| Support: 200 |
|
|
| Class: 76 |
| Precision: 0.2966 |
| Recall: 0.1750 |
| F1-score: 0.2201 |
| Support: 200 |
|
|
| Class: 77 |
| Precision: 0.8808 |
| Recall: 0.8500 |
| F1-score: 0.8651 |
| Support: 200 |
|
|
| Class: 78 |
| Precision: 0.3113 |
| Recall: 0.3300 |
| F1-score: 0.3204 |
| Support: 200 |
|
|
| Class: 79 |
| Precision: 0.6269 |
| Recall: 0.4200 |
| F1-score: 0.5030 |
| Support: 200 |
|
|
| Class: 80 |
| Precision: 0.4472 |
| Recall: 0.5500 |
| F1-score: 0.4933 |
| Support: 200 |
|
|
| Class: 81 |
| Precision: 0.4872 |
| Recall: 0.3800 |
| F1-score: 0.4270 |
| Support: 200 |
|
|
| Class: 82 |
| Precision: 0.4141 |
| Recall: 0.4700 |
| F1-score: 0.4403 |
| Support: 200 |
|
|
| Class: 83 |
| Precision: 0.4703 |
| Recall: 0.5150 |
| F1-score: 0.4916 |
| Support: 200 |
|
|
| Class: 84 |
| Precision: 0.2917 |
| Recall: 0.1750 |
| F1-score: 0.2188 |
| Support: 200 |
|
|
| Class: 85 |
| Precision: 0.7611 |
| Recall: 0.8600 |
| F1-score: 0.8075 |
| Support: 200 |
|
|
| Class: 86 |
| Precision: 0.5266 |
| Recall: 0.5450 |
| F1-score: 0.5356 |
| Support: 200 |
|
|
| Class: 87 |
| Precision: 0.6862 |
| Recall: 0.6450 |
| F1-score: 0.6649 |
| Support: 200 |
|
|
| Class: 88 |
| Precision: 0.4094 |
| Recall: 0.3500 |
| F1-score: 0.3774 |
| Support: 200 |
|
|
| Class: 89 |
| Precision: 0.5122 |
| Recall: 0.6300 |
| F1-score: 0.5650 |
| Support: 200 |
|
|
| Class: 90 |
| Precision: 0.9397 |
| Recall: 0.9350 |
| F1-score: 0.9373 |
| Support: 200 |
|
|
| Class: 91 |
| Precision: 0.6890 |
| Recall: 0.7200 |
| F1-score: 0.7042 |
| Support: 200 |
|
|
| Class: 92 |
| Precision: 0.9059 |
| Recall: 0.9150 |
| F1-score: 0.9104 |
| Support: 200 |
|
|
| Class: 93 |
| Precision: 0.3444 |
| Recall: 0.2600 |
| F1-score: 0.2963 |
| Support: 200 |
|
|
| Class: 94 |
| Precision: 0.9899 |
| Recall: 0.9850 |
| F1-score: 0.9875 |
| Support: 200 |
|
|
| Class: 95 |
| Precision: 0.6135 |
| Recall: 0.7700 |
| F1-score: 0.6829 |
| Support: 200 |
|
|
| Class: 96 |
| Precision: 0.5549 |
| Recall: 0.5050 |
| F1-score: 0.5288 |
| Support: 200 |
|
|
| Class: 97 |
| Precision: 0.5542 |
| Recall: 0.6900 |
| F1-score: 0.6147 |
| Support: 200 |
|
|
| Class: 98 |
| Precision: 0.3709 |
| Recall: 0.3950 |
| F1-score: 0.3826 |
| Support: 200 |
|
|
| Class: 99 |
| Precision: 0.3991 |
| Recall: 0.4650 |
| F1-score: 0.4296 |
| Support: 200 |
|
|
| Class: 100 |
| Precision: 0.7130 |
| Recall: 0.7700 |
| F1-score: 0.7404 |
| Support: 200 |
|
|
| Class: 101 |
| Precision: 0.9293 |
| Recall: 0.9200 |
| F1-score: 0.9246 |
| Support: 200 |
|
|
| Class: 102 |
| Precision: 0.8511 |
| Recall: 0.8000 |
| F1-score: 0.8247 |
| Support: 200 |
|
|
| Class: 103 |
| Precision: 0.7234 |
| Recall: 0.6800 |
| F1-score: 0.7010 |
| Support: 200 |
|
|
| Class: 104 |
| Precision: 0.2062 |
| Recall: 0.1650 |
| F1-score: 0.1833 |
| Support: 200 |
|
|
| Class: 105 |
| Precision: 0.4978 |
| Recall: 0.5550 |
| F1-score: 0.5248 |
| Support: 200 |
|
|
| Class: 106 |
| Precision: 0.6537 |
| Recall: 0.6700 |
| F1-score: 0.6617 |
| Support: 200 |
|
|
| Class: 107 |
| Precision: 0.5109 |
| Recall: 0.4700 |
| F1-score: 0.4896 |
| Support: 200 |
|
|
| Class: 108 |
| Precision: 0.4921 |
| Recall: 0.4700 |
| F1-score: 0.4808 |
| Support: 200 |
|
|
| Class: 109 |
| Precision: 0.6889 |
| Recall: 0.7750 |
| F1-score: 0.7294 |
| Support: 200 |
|
|
| Class: 110 |
| Precision: 0.5312 |
| Recall: 0.3400 |
| F1-score: 0.4146 |
| Support: 200 |
|
|
| Class: 111 |
| Precision: 0.8719 |
| Recall: 0.8850 |
| F1-score: 0.8784 |
| Support: 200 |
|
|
| Class: 112 |
| Precision: 0.4493 |
| Recall: 0.3100 |
| F1-score: 0.3669 |
| Support: 200 |
|
|
| Class: 113 |
| Precision: 0.8482 |
| Recall: 0.8100 |
| F1-score: 0.8286 |
| Support: 200 |
|
|
| Class: 114 |
| Precision: 0.2941 |
| Recall: 0.1750 |
| F1-score: 0.2194 |
| Support: 200 |
|
|
| Class: 115 |
| Precision: 0.4253 |
| Recall: 0.3700 |
| F1-score: 0.3957 |
| Support: 200 |
|
|
| Class: 116 |
| Precision: 0.7448 |
| Recall: 0.7150 |
| F1-score: 0.7296 |
| Support: 200 |
|
|
| Class: 117 |
| Precision: 0.3109 |
| Recall: 0.3700 |
| F1-score: 0.3379 |
| Support: 200 |
|
|
| Class: 118 |
| Precision: 0.4521 |
| Recall: 0.5900 |
| F1-score: 0.5119 |
| Support: 200 |
|
|
| Class: 119 |
| Precision: 0.8927 |
| Recall: 0.9150 |
| F1-score: 0.9037 |
| Support: 200 |
|
|
| Class: 120 |
| Precision: 0.6244 |
| Recall: 0.6150 |
| F1-score: 0.6196 |
| Support: 200 |
|
|
| Class: 121 |
| Precision: 0.8910 |
| Recall: 0.9400 |
| F1-score: 0.9148 |
| Support: 200 |
|
|
| Class: 122 |
| Precision: 0.6059 |
| Recall: 0.6150 |
| F1-score: 0.6104 |
| Support: 200 |
|
|
| Class: 123 |
| Precision: 0.3704 |
| Recall: 0.3000 |
| F1-score: 0.3315 |
| Support: 200 |
|
|
| Class: 124 |
| Precision: 0.5475 |
| Recall: 0.4900 |
| F1-score: 0.5172 |
| Support: 200 |
|
|
| Class: 125 |
| Precision: 0.2750 |
| Recall: 0.1100 |
| F1-score: 0.1571 |
| Support: 200 |
|
|
| Class: 126 |
| Precision: 0.5632 |
| Recall: 0.4900 |
| F1-score: 0.5241 |
| Support: 200 |
|
|
| Class: 127 |
| Precision: 0.9420 |
| Recall: 0.9750 |
| F1-score: 0.9582 |
| Support: 200 |
|
|
| Class: 128 |
| Precision: 0.9183 |
| Recall: 0.9550 |
| F1-score: 0.9363 |
| Support: 200 |
|
|
| Class: 129 |
| Precision: 0.3254 |
| Recall: 0.2750 |
| F1-score: 0.2981 |
| Support: 200 |
|
|
| Class: 130 |
| Precision: 0.7163 |
| Recall: 0.7700 |
| F1-score: 0.7422 |
| Support: 200 |
|
|
| Class: 131 |
| Precision: 0.3957 |
| Recall: 0.4650 |
| F1-score: 0.4276 |
| Support: 200 |
|
|
| Class: 132 |
| Precision: 0.9069 |
| Recall: 0.9250 |
| F1-score: 0.9158 |
| Support: 200 |
|
|
| Class: 133 |
| Precision: 0.6842 |
| Recall: 0.6500 |
| F1-score: 0.6667 |
| Support: 200 |
|
|
| Class: 134 |
| Precision: 0.4461 |
| Recall: 0.4550 |
| F1-score: 0.4505 |
| Support: 200 |
|
|
| Class: 135 |
| Precision: 0.3333 |
| Recall: 0.4150 |
| F1-score: 0.3697 |
| Support: 200 |
|
|
| Class: 136 |
| Precision: 0.3838 |
| Recall: 0.5200 |
| F1-score: 0.4416 |
| Support: 200 |
|
|
| Class: 137 |
| Precision: 0.3962 |
| Recall: 0.4200 |
| F1-score: 0.4078 |
| Support: 200 |
|
|
| Class: 138 |
| Precision: 0.3295 |
| Recall: 0.2850 |
| F1-score: 0.3056 |
| Support: 200 |
|
|
| Class: 139 |
| Precision: 0.8782 |
| Recall: 0.8650 |
| F1-score: 0.8715 |
| Support: 200 |
|
|
| Class: 140 |
| Precision: 0.3761 |
| Recall: 0.4100 |
| F1-score: 0.3923 |
| Support: 200 |
|
|
| Class: 141 |
| Precision: 0.3116 |
| Recall: 0.3350 |
| F1-score: 0.3229 |
| Support: 200 |
|
|
| Class: 142 |
| Precision: 0.3357 |
| Recall: 0.2400 |
| F1-score: 0.2799 |
| Support: 200 |
|
|
| Class: 143 |
| Precision: 0.3022 |
| Recall: 0.2750 |
| F1-score: 0.2880 |
| Support: 200 |
|
|
| Class: 144 |
| Precision: 0.7455 |
| Recall: 0.8200 |
| F1-score: 0.7810 |
| Support: 200 |
|
|
| Class: 145 |
| Precision: 0.3273 |
| Recall: 0.2700 |
| F1-score: 0.2959 |
| Support: 200 |
|
|
| Class: 146 |
| Precision: 0.2737 |
| Recall: 0.1300 |
| F1-score: 0.1763 |
| Support: 200 |
|
|
| Class: 147 |
| Precision: 0.7833 |
| Recall: 0.7950 |
| F1-score: 0.7891 |
| Support: 200 |
|
|
| Class: 148 |
| Precision: 0.5888 |
| Recall: 0.6300 |
| F1-score: 0.6087 |
| Support: 200 |
|
|
| Class: 149 |
| Precision: 0.2518 |
| Recall: 0.1750 |
| F1-score: 0.2065 |
| Support: 200 |
|
|
| Class: 150 |
| Precision: 0.3607 |
| Recall: 0.2200 |
| F1-score: 0.2733 |
| Support: 200 |
|
|
| Class: 151 |
| Precision: 0.8082 |
| Recall: 0.8850 |
| F1-score: 0.8449 |
| Support: 200 |
|
|
| Class: 152 |
| Precision: 0.8359 |
| Recall: 0.8150 |
| F1-score: 0.8253 |
| Support: 200 |
|
|
| Class: 153 |
| Precision: 0.4746 |
| Recall: 0.5600 |
| F1-score: 0.5138 |
| Support: 200 |
|
|
| Class: 154 |
| Precision: 0.9751 |
| Recall: 0.9800 |
| F1-score: 0.9776 |
| Support: 200 |
|
|
| Class: 155 |
| Precision: 0.2105 |
| Recall: 0.1200 |
| F1-score: 0.1529 |
| Support: 200 |
|
|
| Class: 156 |
| Precision: 0.4538 |
| Recall: 0.2700 |
| F1-score: 0.3386 |
| Support: 200 |
|
|
| Class: 157 |
| Precision: 0.5625 |
| Recall: 0.7200 |
| F1-score: 0.6316 |
| Support: 200 |
|
|
| Class: 158 |
| Precision: 0.9801 |
| Recall: 0.9850 |
| F1-score: 0.9825 |
| Support: 200 |
|
|
| Class: 159 |
| Precision: 0.7339 |
| Recall: 0.8000 |
| F1-score: 0.7656 |
| Support: 200 |
|
|
| Class: 160 |
| Precision: 0.3889 |
| Recall: 0.4550 |
| F1-score: 0.4194 |
| Support: 200 |
|
|
| Class: 161 |
| Precision: 0.7909 |
| Recall: 0.8700 |
| F1-score: 0.8286 |
| Support: 200 |
|
|
| Class: 162 |
| Precision: 0.8058 |
| Recall: 0.8300 |
| F1-score: 0.8177 |
| Support: 200 |
|
|
| Class: 163 |
| Precision: 0.9466 |
| Recall: 0.9750 |
| F1-score: 0.9606 |
| Support: 200 |
|
|
| Class: 164 |
| Precision: 0.3889 |
| Recall: 0.3500 |
| F1-score: 0.3684 |
| Support: 200 |
|
|
| Class: 165 |
| Precision: 0.8333 |
| Recall: 0.8750 |
| F1-score: 0.8537 |
| Support: 200 |
|
|
| Class: 166 |
| Precision: 0.6479 |
| Recall: 0.8650 |
| F1-score: 0.7409 |
| Support: 200 |
|
|
| Class: 167 |
| Precision: 0.6598 |
| Recall: 0.7950 |
| F1-score: 0.7211 |
| Support: 200 |
|
|
| Class: 168 |
| Precision: 0.7524 |
| Recall: 0.3950 |
| F1-score: 0.5180 |
| Support: 200 |
|
|
| Class: 169 |
| Precision: 0.5366 |
| Recall: 0.6600 |
| F1-score: 0.5919 |
| Support: 200 |
|
|
| Class: 170 |
| Precision: 0.8768 |
| Recall: 0.8900 |
| F1-score: 0.8834 |
| Support: 200 |
|
|
| Class: 171 |
| Precision: 0.9898 |
| Recall: 0.9700 |
| F1-score: 0.9798 |
| Support: 200 |
|
|
| Class: 172 |
| Precision: 0.3226 |
| Recall: 0.3000 |
| F1-score: 0.3109 |
| Support: 200 |
|
|
| Class: 173 |
| Precision: 0.8841 |
| Recall: 0.9150 |
| F1-score: 0.8993 |
| Support: 200 |
|
|
| Class: 174 |
| Precision: 0.8564 |
| Recall: 0.8650 |
| F1-score: 0.8607 |
| Support: 200 |
|
|
| Class: 175 |
| Precision: 0.4382 |
| Recall: 0.5500 |
| F1-score: 0.4878 |
| Support: 200 |
|
|
| Class: 176 |
| Precision: 0.3357 |
| Recall: 0.7200 |
| F1-score: 0.4579 |
| Support: 200 |
|
|
| Class: 177 |
| Precision: 0.9563 |
| Recall: 0.9850 |
| F1-score: 0.9704 |
| Support: 200 |
|
|
| Class: 178 |
| Precision: 0.5411 |
| Recall: 0.5600 |
| F1-score: 0.5504 |
| Support: 200 |
|
|
| Class: 179 |
| Precision: 0.4192 |
| Recall: 0.4800 |
| F1-score: 0.4476 |
| Support: 200 |
|
|
| Class: 180 |
| Precision: 0.9036 |
| Recall: 0.8900 |
| F1-score: 0.8967 |
| Support: 200 |
|
|
| Class: 181 |
| Precision: 0.6034 |
| Recall: 0.7150 |
| F1-score: 0.6545 |
| Support: 200 |
|
|
| Class: 182 |
| Precision: 0.7975 |
| Recall: 0.6500 |
| F1-score: 0.7163 |
| Support: 200 |
|
|
| Class: 183 |
| Precision: 0.8873 |
| Recall: 0.9050 |
| F1-score: 0.8960 |
| Support: 200 |
|
|
| Class: 184 |
| Precision: 0.7120 |
| Recall: 0.6800 |
| F1-score: 0.6957 |
| Support: 200 |
|
|
| Class: 185 |
| Precision: 0.7160 |
| Recall: 0.5800 |
| F1-score: 0.6409 |
| Support: 200 |
|
|
| Class: 186 |
| Precision: 0.4975 |
| Recall: 0.4950 |
| F1-score: 0.4962 |
| Support: 200 |
|
|
| Class: 187 |
| Precision: 0.8873 |
| Recall: 0.9050 |
| F1-score: 0.8960 |
| Support: 200 |
|
|
| Class: 188 |
| Precision: 0.9314 |
| Recall: 0.9500 |
| F1-score: 0.9406 |
| Support: 200 |
|
|
| Class: 189 |
| Precision: 0.8489 |
| Recall: 0.9550 |
| F1-score: 0.8988 |
| Support: 200 |
|
|
| Class: 190 |
| Precision: 0.9356 |
| Recall: 0.9450 |
| F1-score: 0.9403 |
| Support: 200 |
|
|
| Class: 191 |
| Precision: 0.5121 |
| Recall: 0.5300 |
| F1-score: 0.5209 |
| Support: 200 |
|
|
| Class: 192 |
| Precision: 0.5098 |
| Recall: 0.3900 |
| F1-score: 0.4419 |
| Support: 200 |
|
|
| Class: 193 |
| Precision: 0.9466 |
| Recall: 0.9750 |
| F1-score: 0.9606 |
| Support: 200 |
|
|
| Class: 194 |
| Precision: 0.9324 |
| Recall: 0.9650 |
| F1-score: 0.9484 |
| Support: 200 |
|
|
| Class: 195 |
| Precision: 0.7438 |
| Recall: 0.7550 |
| F1-score: 0.7494 |
| Support: 200 |
|
|
| Class: 196 |
| Precision: 0.3816 |
| Recall: 0.5400 |
| F1-score: 0.4472 |
| Support: 200 |
|
|
| Class: 197 |
| Precision: 0.9272 |
| Recall: 0.9550 |
| F1-score: 0.9409 |
| Support: 200 |
|
|
| Class: 198 |
| Precision: 0.6041 |
| Recall: 0.7400 |
| F1-score: 0.6652 |
| Support: 200 |
|
|
| Class: 199 |
| Precision: 0.7072 |
| Recall: 0.7850 |
| F1-score: 0.7441 |
| Support: 200 |
|
|
| Class: 200 |
| Precision: 0.7783 |
| Recall: 0.8600 |
| F1-score: 0.8171 |
| Support: 200 |
|
|
| Class: 201 |
| Precision: 0.4009 |
| Recall: 0.4250 |
| F1-score: 0.4126 |
| Support: 200 |
|
|
| Class: 202 |
| Precision: 0.4977 |
| Recall: 0.5300 |
| F1-score: 0.5133 |
| Support: 200 |
|
|
| Class: 203 |
| Precision: 0.8702 |
| Recall: 0.9050 |
| F1-score: 0.8873 |
| Support: 200 |
|
|
| Class: 204 |
| Precision: 0.9635 |
| Recall: 0.9250 |
| F1-score: 0.9439 |
| Support: 200 |
|
|
| Class: 205 |
| Precision: 0.6715 |
| Recall: 0.4600 |
| F1-score: 0.5460 |
| Support: 200 |
|
|
| Class: 206 |
| Precision: 0.9899 |
| Recall: 0.9800 |
| F1-score: 0.9849 |
| Support: 200 |
|
|
| Class: 207 |
| Precision: 0.6753 |
| Recall: 0.5200 |
| F1-score: 0.5876 |
| Support: 200 |
|
|
| Class: 208 |
| Precision: 0.8060 |
| Recall: 0.5400 |
| F1-score: 0.6467 |
| Support: 200 |
|
|
| Class: 209 |
| Precision: 0.9250 |
| Recall: 0.9250 |
| F1-score: 0.9250 |
| Support: 200 |
|
|
| Class: 210 |
| Precision: 0.9234 |
| Recall: 0.9650 |
| F1-score: 0.9438 |
| Support: 200 |
|
|
| Class: 211 |
| Precision: 0.4475 |
| Recall: 0.4050 |
| F1-score: 0.4252 |
| Support: 200 |
|
|
| Class: 212 |
| Precision: 0.9561 |
| Recall: 0.9800 |
| F1-score: 0.9679 |
| Support: 200 |
|
|
| Class: 213 |
| Precision: 0.7219 |
| Recall: 0.6750 |
| F1-score: 0.6977 |
| Support: 200 |
|
|
| Class: 214 |
| Precision: 0.8154 |
| Recall: 0.7950 |
| F1-score: 0.8051 |
| Support: 200 |
|
|
| Class: 215 |
| Precision: 0.6967 |
| Recall: 0.7350 |
| F1-score: 0.7153 |
| Support: 200 |
|
|
| Class: 216 |
| Precision: 0.4539 |
| Recall: 0.6400 |
| F1-score: 0.5311 |
| Support: 200 |
|
|
| Class: 217 |
| Precision: 0.9606 |
| Recall: 0.9750 |
| F1-score: 0.9677 |
| Support: 200 |
|
|
| Class: 218 |
| Precision: 0.7689 |
| Recall: 0.8150 |
| F1-score: 0.7913 |
| Support: 200 |
|
|
| Class: 219 |
| Precision: 0.9510 |
| Recall: 0.9700 |
| F1-score: 0.9604 |
| Support: 200 |
|
|
| Class: 220 |
| Precision: 0.8174 |
| Recall: 0.8950 |
| F1-score: 0.8544 |
| Support: 200 |
|
|
| Class: macro avg |
| Precision: 0.6142 |
| Recall: 0.6199 |
| F1-score: 0.6127 |
| Support: 44200 |
|
|
| Class: weighted avg |
| Precision: 0.6142 |
| Recall: 0.6199 |
| F1-score: 0.6127 |
| Support: 44200 |
|
|
|
|
