diff options
Diffstat (limited to 'examples')
| -rwxr-xr-x | examples/busybox.sh | 2 | ||||
| -rwxr-xr-x | examples/explore-and-model-static | 4 |
2 files changed, 3 insertions, 3 deletions
diff --git a/examples/busybox.sh b/examples/busybox.sh index f9a1a93..a41875a 100755 --- a/examples/busybox.sh +++ b/examples/busybox.sh @@ -105,7 +105,7 @@ Once everything is done, you have various options for generating a kconfig-webco To do so, call bin/analyze-kconfig.py from the data directory. For example, to generate a CART: -> DFATOOL_DTREE_SKLEARN_CART=1 DFATOOL_PARAM_CATEGORICAL_TO_SCALAR=1 DFATOOL_KCONF_WITH_CHOICE_NODES=0 ~/var/ess/aemr/dfatool/bin/analyze-kconfig.py --force-tree --skip-param-stats --export-webconf /tmp/busybox-cart.json ../busybox-1.35.0/Kconfig . +> DFATOOL_MODEL=cart DFATOOL_PARAM_CATEGORICAL_TO_SCALAR=1 DFATOOL_KCONF_WITH_CHOICE_NODES=0 ~/var/ess/aemr/dfatool/bin/analyze-kconfig.py --force-tree --skip-param-stats --export-webconf /tmp/busybox-cart.json ../busybox-1.35.0/Kconfig . By adding the option "--cross-validation kfold:10", you can determine the model prediction error. diff --git a/examples/explore-and-model-static b/examples/explore-and-model-static index f2caf1a..74c6359 100755 --- a/examples/explore-and-model-static +++ b/examples/explore-and-model-static @@ -15,8 +15,8 @@ set -ex DFATOOL_DTREE_IGNORE_IRRELEVANT_PARAMS=0 DFATOOL_KCONF_WITH_CHOICE_NODES=0 ../bin/analyze-kconfig.py --export-webconf ../models/example-static-rmt-b.json --export-raw-predictions ../models/example-static-rmt-b-eval.json ../examples/kconfig-static/Kconfig . DFATOOL_DTREE_IGNORE_IRRELEVANT_PARAMS=0 DFATOOL_KCONF_WITH_CHOICE_NODES=1 ../bin/analyze-kconfig.py --export-webconf ../models/example-static-rmt-nb.json --export-raw-predictions ../models/example-static-rmt-nb-eval.json ../examples/kconfig-static/Kconfig . -DFATOOL_DTREE_SKLEARN_CART=1 DFATOOL_PARAM_CATEGORICAL_TO_SCALAR=1 DFATOOL_KCONF_WITH_CHOICE_NODES=0 ../bin/analyze-kconfig.py --export-webconf ../models/example-static-cart-b.json --export-raw-predictions ../models/example-static-cart-b-eval.json ../examples/kconfig-static/Kconfig . -DFATOOL_DTREE_SKLEARN_CART=1 DFATOOL_PARAM_CATEGORICAL_TO_SCALAR=1 DFATOOL_KCONF_WITH_CHOICE_NODES=1 ../bin/analyze-kconfig.py --export-webconf ../models/example-static-cart-nb.json --export-raw-predictions ../models/example-static-cart-nb-eval.json ../examples/kconfig-static/Kconfig . +DFATOOL_MODEL=cart DFATOOL_PARAM_CATEGORICAL_TO_SCALAR=1 DFATOOL_KCONF_WITH_CHOICE_NODES=0 ../bin/analyze-kconfig.py --export-webconf ../models/example-static-cart-b.json --export-raw-predictions ../models/example-static-cart-b-eval.json ../examples/kconfig-static/Kconfig . +DFATOOL_MODEL=cart DFATOOL_PARAM_CATEGORICAL_TO_SCALAR=1 DFATOOL_KCONF_WITH_CHOICE_NODES=1 ../bin/analyze-kconfig.py --export-webconf ../models/example-static-cart-nb.json --export-raw-predictions ../models/example-static-cart-nb-eval.json ../examples/kconfig-static/Kconfig . DFATOOL_DTREE_IGNORE_IRRELEVANT_PARAMS=0 DFATOOL_PARAM_CATEGORICAL_TO_SCALAR=1 DFATOOL_FIT_FOL=1 DFATOOL_KCONF_WITH_CHOICE_NODES=0 ../bin/analyze-kconfig.py --export-webconf ../models/example-static-fol-b.json --export-raw-predictions ../models/example-static-fol-b-eval.json ../examples/kconfig-static/Kconfig . DFATOOL_DTREE_IGNORE_IRRELEVANT_PARAMS=0 DFATOOL_PARAM_CATEGORICAL_TO_SCALAR=1 DFATOOL_FIT_FOL=1 DFATOOL_KCONF_WITH_CHOICE_NODES=1 ../bin/analyze-kconfig.py --export-webconf ../models/example-static-fol-nb.json --export-raw-predictions ../models/example-static-fol-nb-eval.json ../examples/kconfig-static/Kconfig . |