[agghoo.git] / test / README

# Usage
#######

source("compareToCV.R")

# rseed: >= 0 for reproducibility.
compareToCV(data, target_column_index, rseed = -1)

# Average over N runs:

> compareMulti(iris, 5, N=100)
[1] "error agghoo vs. cross-validation:"
[1] 0.04266667 0.04566667

> compareMulti(PimaIndiansDiabetes, 9, N=100)
[1] "error agghoo vs. cross-validation:"
[1] 0.2579221 0.2645455

# WARNING: slow!
> compareMulti(LetterRecognition, 1, N=100)
[1] "error agghoo vs. cross-validation:"
[1] 0.03870 0.04376
Commit	Line	Data
504afaad BA	1	# Usage
	2	#######
	3
	4	source("compareToCV.R")
	5
	6	# rseed: >= 0 for reproducibility.
	7	compareToCV(data, target_column_index, rseed = -1)
e86bf24d BA	8
	9	# Average over N runs:
	10
	11	> compareMulti(iris, 5, N=100)
	12	[1] "error agghoo vs. cross-validation:"
	13	[1] 0.04266667 0.04566667
	14
	15	> compareMulti(PimaIndiansDiabetes, 9, N=100)
	16	[1] "error agghoo vs. cross-validation:"
	17	[1] 0.2579221 0.2645455
8813de7f BA	18
	19	# WARNING: slow!
	20	> compareMulti(LetterRecognition, 1, N=100)
	21	[1] "error agghoo vs. cross-validation:"
	22	[1] 0.03870 0.04376