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SciRep2020-Data-and-Files/ViewIntraSet_Log.txt
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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 |