source: orange/testing/regressionTests/results/orange25/testing-test.py.txt @ 7586:635a752399ae

Revision 7586:635a752399ae, 1.6 KB checked in by jzbontar <jure.zbontar@…>, 3 years ago (diff)

logreg and testing results

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1
2proportionsTest that will always give the same results
3bayes: 0.909+-0.009 tree: 0.955+-0.006 default: 0.611+-0.000
4bayes: 0.909+-0.009 tree: 0.955+-0.006 default: 0.611+-0.000
5bayes: 0.909+-0.009 tree: 0.955+-0.006 default: 0.611+-0.000
6
7proportionsTest that will give different results, but the same each time the script is run
8bayes: 0.909+-0.009 tree: 0.955+-0.006 default: 0.611+-0.000
9bayes: 0.912+-0.014 tree: 0.947+-0.011 default: 0.611+-0.000
10bayes: 0.903+-0.019 tree: 0.949+-0.012 default: 0.611+-0.000
11
12proportionsTest + storing classifiers
13#iter 100, #classifiers 3
14
15Good old 10-fold cross validation
16bayes: 0.903+-0.016 tree: 0.949+-0.024 default: 0.614+-0.005
17
18Learning curve
190.200: bayes: 0.922+-0.019 tree: 0.945+-0.024 default: 0.614+-0.006
200.400: bayes: 0.906+-0.031 tree: 0.954+-0.021 default: 0.614+-0.006
210.600: bayes: 0.899+-0.031 tree: 0.945+-0.026 default: 0.614+-0.006
220.800: bayes: 0.913+-0.037 tree: 0.938+-0.009 default: 0.614+-0.006
231.000: bayes: 0.899+-0.025 tree: 0.952+-0.013 default: 0.614+-0.006
24
25Learning curve with pre-separated data
260.200: bayes: 0.922+-0.014 tree: 0.931+-0.031 default: 0.611+-0.000
270.400: bayes: 0.934+-0.004 tree: 0.957+-0.006 default: 0.611+-0.000
280.600: bayes: 0.925+-0.012 tree: 0.959+-0.004 default: 0.611+-0.000
290.800: bayes: 0.911+-0.014 tree: 0.953+-0.007 default: 0.611+-0.000
301.000: bayes: 0.908+-0.000 tree: 0.962+-0.000 default: 0.611+-0.000
31
32Learning and testing on pre-separated data
33bayes: 0.908+-0.014 tree: 0.962+-0.006 default: 0.611+-0.041
34
35Learning and testing on the same data
36bayes: 0.903+-0.008 tree: 0.975+-0.002 default: 0.614+-0.022
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