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Add date to sort metric list and some results

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Ricardo Montañana Gómez
2022-02-25 14:05:17 +01:00
parent 3283929b51
commit 7a1d8c9f42
11 changed files with 168 additions and 221 deletions
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results/exreport_accuracy.txt
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Friedman test, objetive maximize output variable accuracy. Obtained p-value: 6.6349e-82
Chi squared with 13 degrees of freedom statistic: 421.4222
Test rejected: p-value: 6.6349e-82 < 0.0500
Friedman test, objetive maximize output variable accuracy. Obtained p-value: 3.5365e-68
Chi squared with 12 degrees of freedom statistic: 352.8361
Test rejected: p-value: 3.5365e-68 < 0.0500
---------------------------------------------------------------------
Control post hoc test for output accuracy
Adjust method: Holm
Control method: ODTE
p-values:
TBRRoF 0.2667
SVC 0.0337
TBRaF 0.0337
STree 0.0305
BaggingWodt 0.0181
RandomForest 0.0001
TBRoF 0.0001
BaggingStree 0.0000
BaggingStree 0.4919
TBRRoF 0.2100
SVC 0.0072
BaggingWodt 0.0068
STree 0.0052
TBRaF 0.0022
RandomForest 0.0002
TBRoF 0.0000
Hedge 0.0000
Wodt 0.0000
Cart 0.0000
ExtraTree 0.0000
Bagging 0.0000
---------------------------------------------------------------------
$testMultiple
classifier pvalue rank win tie loss
ODTE ODTE NA 2.918367 NA NA NA
TBRRoF TBRRoF 2.666656e-01 3.857143 30 0 19
TBRaF TBRaF 3.368966e-02 5.040816 37 0 12
SVC SVC 3.368966e-02 5.061224 34 3 12
STree STree 3.049694e-02 5.173469 36 6 7
BaggingWodt BaggingWodt 1.808617e-02 5.377551 33 1 15
RandomForest RandomForest 9.782582e-05 6.561224 39 0 10
TBRoF TBRoF 6.942731e-05 6.653061 43 0 6
BaggingStree BaggingStree 1.994251e-05 6.897959 42 4 3
Hedge Hedge 3.459008e-14 9.561224 47 0 2
Wodt Wodt 1.250970e-16 10.142857 49 0 0
Cart Cart 2.205000e-22 11.346939 48 0 1
ExtraTree ExtraTree 3.546304e-28 12.408163 49 0 0
Bagging Bagging 3.655835e-38 14.000000 49 0 0
ODTE ODTE NA 3.091837 NA NA NA
BaggingStree BaggingStree 4.918524e-01 3.632653 27 5 17
TBRRoF TBRRoF 2.099730e-01 4.367347 34 0 15
SVC SVC 7.221246e-03 5.479592 35 3 11
BaggingWodt BaggingWodt 6.791738e-03 5.561224 33 1 15
STree STree 5.168361e-03 5.673469 36 6 7
TBRaF TBRaF 2.170524e-03 5.897959 39 0 10
RandomForest RandomForest 2.461390e-04 6.346939 38 0 11
TBRoF TBRoF 5.434435e-06 7.000000 43 0 6
Hedge Hedge 3.112186e-16 9.724490 47 0 2
Wodt Wodt 2.308557e-19 10.367347 49 0 0
Cart Cart 4.521871e-25 11.408163 48 0 1
ExtraTree ExtraTree 1.549559e-31 12.448980 49 0 0