Update test_results.txt

test_results.txt

@@ -1,4 +1,5 @@
 =================
+
 Accuracy: 0.6199
 Macro F1: 0.6127
 Weighted F1: 0.6127
@@ -11,13 +12,16 @@ 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)
@@ -25,8 +29,9 @@ 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)
@@ -47,8 +52,9 @@ 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)
@@ -74,8 +80,9 @@ CHEMBL2292: Dual-specificity tyrosine-phosphorylation regulated kinase 1A (F1: 0
 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)
@@ -113,8 +120,9 @@ 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)
@@ -140,8 +148,9 @@ 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)
@@ -166,8 +175,9 @@ 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)
@@ -192,8 +202,9 @@ 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)
@@ -222,8 +233,9 @@ 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)
@@ -264,7 +276,7 @@ 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