Table 8 Feature description for our dataset
Variable | Variable levels | Variable type |
|---|---|---|
Endoscopy-hysteroscopy | 0, 1st Hysteroscopy, 1st Hysteroscopy | 2nd Hysteroscopy, 1st Hysteroscopy | 2nd Hysteroscopy | 3rd Hysteroscopy,, 3rd Hysteroscopy | 1st Hysteroscopy, 4th Hysteroscopy | 3rd Hysteroscopy | 1st Hysteroscopy | 2nd Hysteroscopy | Nominal |
Endoscopy-laparoscopy | 0, 1st laparoscopy, 1st laparoscopy | 2nd laparoscopy, 2nd laparoscopy | Nominal |
Endocrine disorder-pituitary | 0, acromegaly, Prolactinoma | Nominal |
History-Habit | 0, Alcohol, Alcohol | smoking, smoking | Nominal |
Medical HX-neuro psychological | 0, Anxiety, depression, depression | Epilepsy, Epilepsy, Psychotic disorder | Nominal |
Medical HX-GI | 0, Appendicitis, IBD, IBS, IBS | Peptic ulcer, Peptic ulcer | Nominal |
Medical HX-immunologic disorder | 0, Arthritic rheumatoid, lupus | Nominal |
Medical HX-respiratory disease | 0, Asthma, Bronchiectasis, bronchitis, bronchitis | Asthma | Nominal |
Common surgery-orchiopexy | 0, Bilat, Bilat | Left | Right, Left, Right, Right | Left | Nominal |
Common surgery-varicocelectomy | 0, Bilat, Left, Left | Bilat | Right, Left | Right, Right | Nominal |
Common surgery-hernia | 0, Bilat, Left, Left | Right, Left | Right | Bilat, Right | Nominal |
Common surgery-hydrocele | 0, Bilat, Left, Right | Nominal |
History-nipple discharge | 0, Bilateral, Bloody, Unilateral | Nominal |
Current drug-antihyperprolactinemia | 0, Bromocriptin, Bromocriptin | Dostinex, Dostinex | Nominal |
Medical HX-infection disorder | 0, Brucellosis, Hepatitis A, Hepatitis B, Hepatitis C, Herpes, TB | Nominal |
Endocrine disorder-thyroid | 0, cancer, Hyper, Hyper | Hypo, Hypo, Nodule | Nominal |
Medical HX cardiovascular disorder | 0, DVT, Heart failure, Hypertension, Hypertension | MVP, MVP | Nominal |
Menstrual criteria-with drug | 0, Estrogen, OCP, Progesterone, Progesterone | Estrogen, Progesterone | OCP | Nominal |
History-pelvic infection HX | 0, Frequent discharge, History Of PID | Nominal |
Current drug-antidiabetic | 0, Glucophage, Metformin, Metformin | Glucophage, Metformin | Paraovarian cyst, Paraovarian cyst | Nominal |
LT G | 0, II, II | III, II | Time of Injection, III, Time of Injection | Nominal |
RT G__1 | 0, II, II | Time of Injection, Time of Injection | Nominal |
LT G__1 | 0, III, Time of Injection | Nominal |
Medical HX-blood disorder | 0, Iron anemia, Major thalassemia, minor thalassemia | Nominal |
Common surgery-orchiectomy | 0, Left, Right | Nominal |
Current drug-thyroid drugs | 0, Levothyroxin, Levothyroxin | metimazole, metimazole, PTO | Nominal |
Past-irreg | 0, Oligomenorrhea, Poly menorrhea | Nominal |
Medical HX-renal disease | 0,Recurrent infection, Renal anomaly, Renal stone | Nominal |
Diabetes-1st degree relative | 0,Type I, Type I | Type II, Type II | Nominal |
Endocrine disorder-D.M | 0, type1, type2 | Nominal |
diagnosis-Uterine F | adenomyosis, Anomaly, Asherman, Myoma, Negative, Unexplained (thin endometrium) | Nominal |
diagnosis-ovulatory F | Age factor, Diminished ovarian reserve, Endocrine problem, Hypothalamic hypogonadism, Negative, PCOS | Nominal |
Therapeutic-agglutination | all, few, most, none, some | Nominal |
Specimen characteristics-color | Amber-Yellow, gray | yellow, Grey, Light-Yellow, Milky, White, White–Grey | Nominal |
Therapeutic-type of sampling | Coitus, Coitus | Masturbation, Masturbation, Retrograde ejaculation, Retrograde ejaculation | Coitus | Nominal |
Therapeutic sperm preparation -technique | Discontinuous gradient, Pure sperm | Discontinuous gradient, Swim up, Swim up | Discontinuous gradient | Nominal |
diagnosis-recurrent abortion | Endocrine, Male, Negative, Thrombotic, unexplained | Nominal |
Tuboperitoneal type | Endometriosis, EP Hx, hydrosalipinx, Idiopathic, Negative, Post surgery | Nominal |
diagnosis-unexplained | Endometriosis, Idiopathic, Negative | Nominal |
diagnosis-other diagnosis | Genetic, Impotency, Incomplete data, Negative, other, poor obstetric outcome, sex selection, Vaginismus | Nominal |
Menstrual criteria-amount | hypermenorrhea, Hypo menorrhea, Normal | Nominal |
IUI clinic-IUI catheter | INDOVASIVE, Other, INDOVASIVE | Other, Catheter Impex, ORI | Nominal |
Past-type | more than 8 levels | Nominal |
Surgical HX-non gynecologic surgery | more than 8 levels | Nominal |
DRUG HX-past drug | more than 8 levels | Nominal |
Male medical information-exposures | more than 8 levels | Nominal |
Male medical information-drug Hx esp | more than 8 levels | Nominal |
Coded after processing-progression | more than 8 levels | Nominal |
Coded before processing-progression | more than 8 levels | Nominal |
Therapeutic-viscosity | Normal, Somewhat Thick, Thick, Thin, Very thick | Nominal |
Specimen characteristics-viscosity | Normal, Somewhat Thick, Thick, Very Thick | Nominal |
Family history endocrine disorder-thyroid | NO, YES | Binominal |
Male medical information-scrotum | Ab, NL | Binominal |
Specimen characteristics-collect type | C, M | Binominal |
Therapeutic-place of sampling | In, Out | Binominal |
Therapeutic-SPLIT Ejaculation | NO, YES | Binominal |
Menstrual Criteria-Interval | Normal (22–35 days), Abnormal (< 21, > 36 days) | Binominal |
Infertility type | primary, secondary | Binominal |
Relationship-First cousin | 0,1 | Binary |
Relationship-distant relationship | 0,1 | Binary |
No relationship | 0,1 | Binary |
Diagnosis-Male factor | 0,1 | Binary |
Past-Reg (menstruation) | 0,1 | Binary |
Current-Reg (menstruation) | 0,1 | Binary |
Irreg-Oligomenorrhea | 0,1 | Binary |
Irreg-Poly menorrhea | 0,1 | Binary |
Cycle-Amenorrhea | 0,1 | Binary |
Amenorrhea-Primary | 0,1 | Binary |
Amenorrhea-Secondary | 0,1 | Binary |
Menstrual Criteria-IMB | 0,1 | Binary |
Coital HX-Lubricant | 0,1 | Binary |
Coital HX-PCB | 0,1 | Binary |
Coital HX-Vaginismus | 0,1 | Binary |
Coital HX-Impotency | 0,1 | Binary |
History-Cytotoxic Therapy | 0,1 | binary |
Allergy-food | 0,1 | Binary |
Allergy-seasonal | 0,1 | Binary |
Allergy-Skin | 0,1 | Binary |
Allergy-respiratory | 0,1 | Binary |
Family history-infertility | 0,1 | Binary |
Family history-recurrent abortion | 0,1 | Binary |
Family history-POF | 0,1 | Binary |
Family history-hearing disorder | 0,1 | Binary |
Family history-TB | 0,1 | Binary |
Family history-mental retardation | 0,1 | Binary |
Cardio vascular-myocardial infarction | 0,1 | Binary |
Cardio vascular-HTN | 0,1 | Binary |
Respiratory disorder-Asthma | 0,1 | Binary |
Thalassemia-minor | 0,1 | Binary |
Type of cancer-breast cancer | 0,1 | Binary |
Type of cancer-colon cancer | 0,1 | Binary |
Type of cancer-leukemia | 0,1 | Binary |
Type of cancer-uterus cancer | 0,1 | Binary |
Type of cancer-lung cancer | 0,1 | Binary |
Family history-epilepsy | 0,1 | Binary |
Antihyperprolactinemia-Bromocriptin | 0,1 | Binary |
Antihyperprolactinemia-Dostinex | 0,1 | Binary |
Current drug-Anti Depression | 0,1 | Binary |
Current drug-Anti hypertension | 0,1 | Binary |
Current drug-Anticoagulant | 0,1 | Binary |
Current drug-Folic acid | 0,1 | Binary |
Current drug-Estrogen | 0,1 | Binary |
Current drug-Progestron | 0,1 | Binary |
Current drug-Ferrous sulphate | 0,1 | Binary |
Current drug-Multi vitamin | 0,1 | Binary |
Physical Exam-hirsutism | 0,1 | Binary |
Type of pregnancy-Clinical pregnancy (class variable) | 0,1 | Binary |
Minimal stimulation-Gonadotropin | 0,1 | Binary |
Minimal stimulation-Letrosol | 0,1 | Binary |
Minimal stimulation-Clomiphen | 0,1 | Binary |
Type-Cetrorelix | 0,1 | Binary |
HCG.IU_5000 | 0,1 | Binary |
HCG.IU_10000 | 0,1 | Binary |
HCG.IU_15000 | 0,1 | Binary |
Buserelin_0.5Â cc | 0,1 | Binary |
Ovitrelle_250 mgr | 0,1 | Binary |
Ovitrelle_500 mgr | 0,1 | Binary |
Type-Fostimon | 0,1 | Binary |
Type-Gonal.F | 0,1 | Binary |
Type-Menopour | 0,1 | Binary |
Type-HMG | 0,1 | Binary |
Type-Merional | 0,1 | Binary |
Type-Bravelle | 0,1 | Binary |
Before Stimulation-OCP | 0,1 | Binary |
Before Stimulation-Estradiol | 0,1 | Binary |
Cotreatment-Aspirin | 0,1 | Binary |
Adjuvant therapy-Acid folic | 0,1 | Binary |
Right-PCO | 0,1 | Binary |
Right-Cyst | 0,1 | Binary |
Left-PCO | 0,1 | Binary |
Left-Cyst | 0,1 | Binary |
Endometrial Texture-Three line | 0,1 | Binary |
have you married before-yes | 0,1 | Binary |
did you have any child-no | 0,1 | Binary |
Common surgery-T.BX | 0,1 | Binary |
Common surgery-Vasectomy | 0,1 | Binary |
Uncommon surgery-Urethral stricture | 0,1 | Binary |
Uncommon surgery-Brain surgey | 0,1 | Binary |
Medical history-Mumps | 0,1 | Binary |
Medical history-Hypertension | 0,1 | Binary |
Medical history-Veneral Dz | 0,1 | Binary |
Medical history-Allergy | 0,1 | Binary |
Medical history-D.M | 0,1 | Binary |
Medical history-M orchitis | 0,1 | Binary |
Medical history-Test Pain | 0,1 | Binary |
Medical history-TB | 0,1 | Binary |
Medical history-Epididimorchitis | 0,1 | Binary |
Medical history-UDT | 0,1 | Binary |
Medical history-UTI | 0,1 | Binary |
Cigarette-occasionally | 0,1 | Binary |
Cigarette-quarter pack per day | 0,1 | Binary |
Cigarette-half pack per day | 0,1 | Binary |
Cigarette-one pack per day | 0,1 | Binary |
Cigarette-two packs per day | 0,1 | Binary |
Cigarette-three packs per day | 0,1 | Binary |
Alcohol-occasionally | 0,1 | Binary |
Alcohol-one per week | 0,1 | Binary |
Opium-occasionally | 0,1 | Binary |
Opium-one per day | 0,1 | Binary |
Marital status of brothers-Married | 0,1 | Binary |
Marital status of brothers-New couples | 0,1 | Binary |
Family HX of infertility-Do your brothers have any children | 0,1 | Binary |
Right testicle Size_less than 1 | 0,1 | Binary |
Right testicle Size_1-1.5 | 0,1 | Binary |
Right testicle Size_1.5–2 | 0,1 | Binary |
Right testicle Size_2-2.5 | 0,1 | Binary |
Right testicle Size_2.5–3 | 0,1 | Binary |
Right testicle Size_3-3.5 | 0,1 | Binary |
Right testicle Size_3.5–4 | 0,1 | Binary |
Right testicle Size_more than 4 | 0,1 | Binary |
Left testicle size_less than 1 | 0,1 | Binary |
Left testicle size_1-1.5 | 0,1 | Binary |
Left testicle size_1.5–2 | 0,1 | Binary |
Left testicle size_2-2.5 | 0,1 | Binary |
Left testicle size_2.5–3 | 0,1 | Binary |
Left testicle _3-3.5 | 0,1 | Binary |
Left testicle size_3.5–4 | 0,1 | Binary |
Left testicle size_more than 4 | 0,1 | Binary |
Vas-RT | 0,1 | Binary |
Vas-LT | 0,1 | Binary |
RT-NL | 0,1 | Binary |
RT-Ab | 0,1 | Binary |
LT-NL | 0,1 | Binary |
RT-G | 0,1 | Binary |
plan-med treatment | 0,1 | Binary |
Vitamin-Vitamin C | 0,1 | Binary |
Vitamin-Vitamin E | 0,1 | Binary |
Plan-S.A | 0,1 | Binary |
Plan-Imaging | 0,1 | Binary |
Plan-H.A | 0,1 | Binary |
Plan-CW | 0,1 | Binary |
Plan-KARYO | 0,1 | Binary |
Plan-AZF | 0,1 | Binary |
Plan-TESE | 0,1 | Binary |
Plan-Wives visit by Gyn required | 0,1 | Binary |
Plan-Varicocelectomy | 0,1 | Binary |
Plan-sperm Freezing | 0,1 | Binary |
Plan-PC.U.A | 0,1 | Binary |
Plan-genetic consult | 0,1 | Binary |
Plan-endocrine consult | 0,1 | Binary |
Plan-DFI | 0,1 | Binary |
Plan-stop smoking, alcohol, opium | 0,1 | Binary |
Plan-Occupation hygiene | 0,1 | Binary |
Plan-Low weight | 0,1 | Binary |
Plan-Others | 0,1 | Binary |
Morphology-Amorph | 0,1 | Binary |
Morphology-giant head | 0,1 | Binary |
Morphology-pin head | 0,1 | Binary |
Morphology-round head | 0,1 | Binary |
Morphology-cytoplasmic droplet | 0,1 | Binary |