{'Model': 'logisticregression', 'Classes': 'False, True', 'Number of classes': 2, 'Number of features': 7}

{'Model': 'logisticregression', 'Classes': '(anaplastic) pleomorphic xanthoastrocytoma, Anaplastic pilocytic astrocytoma, Atypical teratoid/rhabdoid tumor subclass MYC, Atypical teratoid/rhabdoid tumor subclass SHH, Atypical teratoid/rhabdoid tumor subclass TYR, CNS high grade neuroepithelial tumor with BCOR alteration, CNS high grade neuroepithelial tumor with MN1 alteration, CNS neuroblastoma with FOXR2 activation, Central neurocytoma, Craniopharyngioma adamantinomatous, Craniopharyngioma papillary, Diffuse midline glioma H3 K27M mutant, Embryonal tumor with multilayered rosettes, Ependymoma RELA fusion, Ependymoma myxopapillary, Ependymoma posterior fossa group A, Ependymoma posterior fossa group B, Ependymoma spinal, Esthesioneuroblastoma subclass A, Esthesioneuroblastoma subclass B, Glioblastoma IDH wildtype H3.3 G34 mutant, Glioblastoma IDH wildtype subclass MYCN, Glioblastoma IDH wildtype subclass RTK I, Glioblastoma IDH wildtype subclass RTK II, Glioblastoma IDH wildtype subclass mesenchymal, Hemangioblastoma, IDH glioma subclass 1p/19q codeleted oligodendroglioma, IDH glioma subclass astrocytoma, IDH glioma subclass high grade astrocytoma , Low grade glioma MYB/MYBL1, Low grade glioma dysembryoplastic neuroepithelial tumor, Low grade glioma ganglioglioma, Low grade glioma subclass hemispheric pilocytic astrocytoma and ganglioglioma, Low grade glioma subclass midline pilocytic astrocytoma, Low grade glioma subclass posterior fossa pilocytic astrocytoma, Low grade glioma subependymal giant cell astrocytoma, Medulloblastoma WNT, Medulloblastoma subclass SHH A (children and adult), Medulloblastoma subclass SHH B (infant), Medulloblastoma subclass group 3, Medulloblastoma subclass group 4, Melanocytoma, Meningioma, Papillary tumor of the pineal region group B, Paraganglioma spinal non-CIMP, Pineal parenchymal tumor , Pineoblastoma group B, Pituicytoma / granular cell tumor / spindle cell oncocytoma, Pituitary adenoma ACTH, Pituitary adenoma FSH/LH, Pituitary adenoma STH sparsely granulated, Plexus tumor subclass adult, Plexus tumor subclass pediatric A, Plexus tumor subclass pediatric B, Retinoblastoma, Schwannoma, Solitary fibrous tumor / hemangiopericytoma, Subependymoma posterior fossa, Subependymoma supratentorial', 'Number of classes': 59, 'Number of features': 1796}

{'Model': 'logisticregression', 'Classes': 'Adrenal gland Adrenal cortical carcinoma, Adrenal gland Neuroblastoma, Adrenal gland Pheochromocytoma, Anterior mediastinum Thymoma, Bladder Transitional cell carcinoma, Blood or Bone marrow Acute lymphocytic leukemia, Blood or Bone marrow Acute myeloid leukemia, Blood or Bone marrow Acute myelomonocytic leukemia, Blood or Bone marrow Chronic lymphocytic leukemia, Blood or Bone marrow Healthy, Bones Osteosarcoma, Brain Astrocytoma, Brain Glioblastoma, Brain Oligodendroglioma, Breast Healthy, Breast Infiltrating duct carcinoma, Breast Lobular carcinoma, Cervix uteri Adenocarcinoma, Cervix uteri Squamous cell carcinoma, Colon Adenocarcinoma, Colon Healthy, Esophagus Adenocarcinoma, Esophagus Squamous cell carcinoma, Head and Neck Healthy, Head and Neck Squamous cell carcinoma, Kidney Clear cell adenocarcinoma, Kidney Healthy, Kidney Malignant rhabdoid tumor, Kidney Papillary adenocarcinoma, Kidney Renal cell carcinoma, Kidney Wilms tumor, Liver Healthy, Liver Hepatocellular carcinoma, Lung Adenocarcinoma, Lung Healthy, Lung Squamous cell carcinoma, Ovarian Serous cancer, Pancreas Healthy, Pancreas Infiltrating duct carcinoma, Pleura Epithelioid mesothelioma, Prostate gland Acinar cell carcinoma, Prostate gland Adenocarcinoma, Prostate gland Healthy, Retroperitoneum Dedifferentiated liposarcoma, Retroperitoneum Leiomyosarcoma, Skin Malignant melanoma, Stomach Carcinoma, Testis Seminoma, Thymus Thymoma, Thyroid gland Healthy, Thyroid gland Papillary carcinoma, Uterus Endometrioid adenocarcinoma, Uterus Healthy, Uterus Serous cystadenocarcinoma', 'Number of classes': 54, 'Number of features': 1208}