vsall

This is analysis that includes the whole population ('all') to compare against.
Computations cover several cases.

min

This reduction is the minimum.
Computations cover several cases.
acc
This measure is the minimum of the accuracy.
? 0.417 min acc
Obtained from 14 values
pr
This measure is the minimum of the positive rate.
? 0.015 min pr
Obtained from 14 values
tpr
This measure is the minimum of the true positive rate/recall/sensitivity/hit rate.
X 0.029 min tpr
Obtained from 14 values
tnr
This measure is the minimum of the true negative rate/specificity.
✔ 0.958 min tnr
Obtained from 14 values
ppv
This measure is the minimum of the positive predictive value/precision.
? 0.500 min ppv
Obtained from 14 values
f1
This measure is the minimum of the f1 score.
X 0.056 min f1
Obtained from 14 values
gmi
This measure is the minimum of the geometric mean of tpr and tnr - accounts for class imbalance.
X 0.136 min gmi
Obtained from 14 values
tar
This measure is the minimum of the true acceptance ratio (true positives compared to all).
? 0.015 min tar
Obtained from 14 values
trr
This measure is the minimum of the true rejection ratio (true negatives compared to all).
? 0.383 min trr
Obtained from 14 values
lift
This measure is the minimum of the lift ratio (tpr divided by pr).
? 1.000 min lift
Obtained from 14 values
mcc
This measure is the minimum of the Matthews correlation coefficient.
X 0.000 min mcc
Obtained from 14 values
kappa
This measure is the minimum of the Cohen's Kappa score.
X 0.000 min kappa
Obtained from 14 values

max

This reduction is the maximum.
Computations cover several cases.
pr
This measure is the maximum of the positive rate.
? 0.062 max pr
Obtained from 14 values
tar
This measure is the maximum of the true acceptance ratio (true positives compared to all).
? 0.054 max tar
Obtained from 14 values
trr
This measure is the maximum of the true rejection ratio (true negatives compared to all).
? 0.547 max trr
Obtained from 14 values
lift
This measure is the maximum of the lift ratio (tpr divided by pr).
? 2.207 max lift
Obtained from 14 values

largestmaxrel

This reduction is the maximum relative difference from the largest group (the whole population if included).
Computations cover several cases.
acc
This measure is the maximum relative difference from the largest group (the whole population if included) of the accuracy.
✔ 0.206 largestmaxrel acc
Obtained from 14 values
pr
This measure is the maximum relative difference from the largest group (the whole population if included) of the positive rate.
? 0.668 largestmaxrel pr
Obtained from 14 values
tpr
This measure is the maximum relative difference from the largest group (the whole population if included) of the true positive rate/recall/sensitivity/hit rate.
? 0.592 largestmaxrel tpr
Obtained from 14 values
tnr
This measure is the maximum relative difference from the largest group (the whole population if included) of the true negative rate/specificity.
✔ 0.022 largestmaxrel tnr
Obtained from 14 values
ppv
This measure is the maximum relative difference from the largest group (the whole population if included) of the positive predictive value/precision.
? 0.357 largestmaxrel ppv
Obtained from 14 values
tar
This measure is the maximum relative difference from the largest group (the whole population if included) of the true acceptance ratio (true positives compared to all).
? 0.574 largestmaxrel tar
Obtained from 14 values
trr
This measure is the maximum relative difference from the largest group (the whole population if included) of the true rejection ratio (true negatives compared to all).
✔ 0.218 largestmaxrel trr
Obtained from 14 values
lift
This measure is the maximum relative difference from the largest group (the whole population if included) of the lift ratio (tpr divided by pr).
? 0.357 largestmaxrel lift
Obtained from 14 values
kappa
This measure is the maximum relative difference from the largest group (the whole population if included) of the Cohen's Kappa score.
X 1.000 largestmaxrel kappa
Obtained from 14 values

largestmaxdiff

This reduction is the maximum difference from the largest group (the whole population if included).
Computations cover several cases.
acc
This measure is the maximum difference from the largest group (the whole population if included) of the accuracy.
✔ 0.177 largestmaxdiff acc
Obtained from 14 values
pr
This measure is the maximum difference from the largest group (the whole population if included) of the positive rate.
✔ 0.047 largestmaxdiff pr
Obtained from 14 values
tpr
This measure is the maximum difference from the largest group (the whole population if included) of the true positive rate/recall/sensitivity/hit rate.
✔ 0.079 largestmaxdiff tpr
Obtained from 14 values
tnr
This measure is the maximum difference from the largest group (the whole population if included) of the true negative rate/specificity.
✔ 0.042 largestmaxdiff tnr
Obtained from 14 values
ppv
This measure is the maximum difference from the largest group (the whole population if included) of the positive predictive value/precision.
? 0.500 largestmaxdiff ppv
Obtained from 14 values
f1
This measure is the maximum difference from the largest group (the whole population if included) of the f1 score.
✔ 0.138 largestmaxdiff f1
Obtained from 14 values
gmi
This measure is the maximum difference from the largest group (the whole population if included) of the geometric mean of tpr and tnr - accounts for class imbalance.
✔ 0.191 largestmaxdiff gmi
Obtained from 14 values
tar
This measure is the maximum difference from the largest group (the whole population if included) of the true acceptance ratio (true positives compared to all).
✔ 0.039 largestmaxdiff tar
Obtained from 14 values
trr
This measure is the maximum difference from the largest group (the whole population if included) of the true rejection ratio (true negatives compared to all).
✔ 0.164 largestmaxdiff trr
Obtained from 14 values
lift
This measure is the maximum difference from the largest group (the whole population if included) of the lift ratio (tpr divided by pr).
X 1.207 largestmaxdiff lift
Obtained from 14 values
mcc
This measure is the maximum difference from the largest group (the whole population if included) of the Matthews correlation coefficient.
✔ 0.244 largestmaxdiff mcc
Obtained from 14 values
kappa
This measure is the maximum difference from the largest group (the whole population if included) of the Cohen's Kappa score.
✔ 0.112 largestmaxdiff kappa
Obtained from 14 values