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ViewIntraSetLog
Logged from ViewIntraSet.m
30-Aug-2020
/ABCs/Apps/OCI/HOV
Test Set
Rclass =_10_12_13
Sclass =_9_11_14_16_18_19_20_22_23
Tclass =_2_3_4_5_7_8_15_17_21_1_6
Excluded Patients =_1_2_3_4_5_6_7_8_15_17_21
biomarker fselectype =6
NumSelectBiomarker =9
compressin =0
IntraSetType =0
compenDR =0
compTimeDrift =0
DataType (real/rand) =1
cleanup =010
new DQ =0
Domminant differentiating drugs
tax+carb =6
carb =2
tax =0
Domminant differentiating drug pairs
tax+carb =3
carb =1
tax =0
Ttest differentiating biomarkers
SH =2_out of_31
BM7carb
BM4tax+carb
Refined Biomarkers
Nrefined =4
BM7carb: z =0.95
BM2tax+carb: z =0.75
BM4tax+carb: z =0.84
BM7tax+carb: z =0.79
Avg z =0.82908
Radial Core: Sensitive
ACC loglikF =1
ACC Recur =0.92
ACC Percept =1
ACC zsum =1
ACC csum =0.92
ACC RadSep =0.75
ACC Network =0.92
ACC Avg =1
ACC Vote =0.92
Corr loglikF =-0.79
Corr Recur =-0.81
Corr Percept =-0.93
Corr zsum =-0.71
Corr csum =-0.58
Corr RadSep =-0.12
Corr Network =-0.82
Corr Avg =-0.9
Corr Vote =-0.76
Statistical Power
H =1
P =9
CIn1 =0.45
CIn2 =0.93
D =0.69
stderr =0.15
Power =1
Patient List
NpatR =3
NpatS =9
Npat =12
hov14=-1
hov16=-1
hov17=-1
hov13=1
hov15=1
hov18a=1
hov20=1
hov22=1
hov23=1
hov25=1
hov30=1
hov31=1
Average Ensemble Performance
hov14 =-0.5844
hov16 =-0.5456
hov17 =-0.13321
hov13 =0.3499
hov15 =0.1629
hov18a =0.4726
hov20 =0.033718
hov22 =0.29943
hov23 =0.32229
hov25 =0.1838
hov30 =0.32565
hov31 =0.27298
Thresh =-0.12637
AUC =1
ACC =1
SENS =1
SPEC =1
NPV =1
PPV =1
Corr =-0.89919
Average Pretest Performance
Ntest =11
hov7 =-0.71767-**
hov8 =-0.59519-**
hov8b =-0.56592-**
hov9 =-0.6895-**
hov11 =-0.39227-**
hov12 =-0.70227-**
hov18b =-0.024017
hov20b =-0.70342-**
hov26 =-0.78277-**
hov5 =-0.085873
hov10 =0.28412
Total Performance
N =12
Thresh =-0.12637
p =6.9096e-05
AUC =1
ACC =1
SENS =1
SPEC =1
NPV =1
PPV =1
TP =0.25
TN =0.75
FP =0
FN =0
Average ML Test Performance