sbrl: Scalable Bayesian Rule Lists Model

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An implementation of Scalable Bayesian Rule Lists Algorithm.

Author
Hongyu Yang [aut, cre], Morris Chen [ctb], Cynthia Rudin [aut, ctb], Margo Seltzer [aut, ctb]
Date of publication
2016-07-29 06:41:15
Maintainer
Hongyu Yang <hongyuy@mit.edu>
License
GPL (>= 2)
Version
1.2

View on CRAN

Man pages

get_data_feature_mat
GET BINARY MATRIX REPRESENTATION OF THE DATA-FEATURE...
predict.sbrl
PREDICT THE POSITIVE PROBABILITY FOR THE OBSERVATIONS
print.sbrl
INTERPRETABLE VERSION OF A SBRL MODEL
sbrl
TRAIN THE SBRL MODEL WITH THE GIVEN DATA
sbrl-package
SCALABLE BAYESIAN RULE LISTS
tictactoe
SHUFFLED TIC-TAC-TOE-ENDGAME DATASET

Files in this package

sbrl
sbrl/inst
sbrl/inst/include
sbrl/inst/include/gsl
sbrl/inst/include/gsl/gsl_matrix_complex_long_double.h
sbrl/inst/include/gsl/gsl_multimin.h
sbrl/inst/include/gsl/gsl_interp.h
sbrl/inst/include/gsl/gsl_sf_erf.h
sbrl/inst/include/gsl/gsl_sf_bessel.h
sbrl/inst/include/gsl/gsl_sort.h
sbrl/inst/include/gsl/gsl_monte_miser.h
sbrl/inst/include/gsl/gsl_permute_complex_double.h
sbrl/inst/include/gsl/gsl_permute_uint.h
sbrl/inst/include/gsl/gsl_math.h
sbrl/inst/include/gsl/gsl_dht.h
sbrl/inst/include/gsl/gsl_permute_int.h
sbrl/inst/include/gsl/gsl_nan.h
sbrl/inst/include/gsl/gsl_vector_long.h
sbrl/inst/include/gsl/gsl_vector_uchar.h
sbrl/inst/include/gsl/gsl_fft_complex.h
sbrl/inst/include/gsl/gsl_siman.h
sbrl/inst/include/gsl/gsl_sf_trig.h
sbrl/inst/include/gsl/gsl_version.h
sbrl/inst/include/gsl/gsl_dft_complex.h
sbrl/inst/include/gsl/gsl_vector_complex_long_double.h
sbrl/inst/include/gsl/gsl_sf_synchrotron.h
sbrl/inst/include/gsl/gsl_sf_log.h
sbrl/inst/include/gsl/gsl_vector_uint.h
sbrl/inst/include/gsl/gsl_statistics_uchar.h
sbrl/inst/include/gsl/gsl_block_complex_double.h
sbrl/inst/include/gsl/gsl_block_short.h
sbrl/inst/include/gsl/gsl_sort_vector_short.h
sbrl/inst/include/gsl/gsl_sf.h
sbrl/inst/include/gsl/gsl_matrix_long.h
sbrl/inst/include/gsl/gsl_permute_vector_char.h
sbrl/inst/include/gsl/gsl_block_float.h
sbrl/inst/include/gsl/gsl_bspline.h
sbrl/inst/include/gsl/gsl_permute_char.h
sbrl/inst/include/gsl/gsl_matrix.h
sbrl/inst/include/gsl/gsl_statistics.h
sbrl/inst/include/gsl/gsl_sf_laguerre.h
sbrl/inst/include/gsl/gsl_multiset.h
sbrl/inst/include/gsl/gsl_permute_complex_float.h
sbrl/inst/include/gsl/gsl_sort_vector_int.h
sbrl/inst/include/gsl/gsl_message.h
sbrl/inst/include/gsl/gsl_minmax.h
sbrl/inst/include/gsl/gsl_complex.h
sbrl/inst/include/gsl/gsl_statistics_long.h
sbrl/inst/include/gsl/gsl_sf_dawson.h
sbrl/inst/include/gsl/gsl_block_complex_long_double.h
sbrl/inst/include/gsl/gsl_sort_vector_long_double.h
sbrl/inst/include/gsl/gsl_mode.h
sbrl/inst/include/gsl/gsl_sort_vector_float.h
sbrl/inst/include/gsl/gsl_matrix_ulong.h
sbrl/inst/include/gsl/gsl_matrix_int.h
sbrl/inst/include/gsl/gsl_vector_float.h
sbrl/inst/include/gsl/gsl_histogram2d.h
sbrl/inst/include/gsl/gsl_sf_ellint.h
sbrl/inst/include/gsl/gsl_spline.h
sbrl/inst/include/gsl/gsl_statistics_ushort.h
sbrl/inst/include/gsl/gsl_sf_mathieu.h
sbrl/inst/include/gsl/gsl_cblas.h
sbrl/inst/include/gsl/gsl_poly.h
sbrl/inst/include/gsl/gsl_matrix_long_double.h
sbrl/inst/include/gsl/gsl_sf_gamma.h
sbrl/inst/include/gsl/gsl_sort_vector_long.h
sbrl/inst/include/gsl/gsl_inline.h
sbrl/inst/include/gsl/gsl_rng.h
sbrl/inst/include/gsl/gsl_test.h
sbrl/inst/include/gsl/gsl_statistics_ulong.h
sbrl/inst/include/gsl/gsl_permute_vector_double.h
sbrl/inst/include/gsl/gsl_sf_exp.h
sbrl/inst/include/gsl/gsl_sort_short.h
sbrl/inst/include/gsl/gsl_permute.h
sbrl/inst/include/gsl/gsl_vector_complex_float.h
sbrl/inst/include/gsl/gsl_multifit_nlin.h
sbrl/inst/include/gsl/gsl_sort_long.h
sbrl/inst/include/gsl/gsl_const_cgs.h
sbrl/inst/include/gsl/gsl_sort_vector_double.h
sbrl/inst/include/gsl/gsl_permute_vector_ulong.h
sbrl/inst/include/gsl/gsl_permute_vector_complex_float.h
sbrl/inst/include/gsl/gsl_permute_vector_uchar.h
sbrl/inst/include/gsl/gsl_sum.h
sbrl/inst/include/gsl/gsl_sf_psi.h
sbrl/inst/include/gsl/gsl_fft_real_float.h
sbrl/inst/include/gsl/gsl_permute_vector_complex_long_double.h
sbrl/inst/include/gsl/gsl_histogram.h
sbrl/inst/include/gsl/gsl_monte_plain.h
sbrl/inst/include/gsl/gsl_sf_lambert.h
sbrl/inst/include/gsl/gsl_sort_uchar.h
sbrl/inst/include/gsl/gsl_statistics_double.h
sbrl/inst/include/gsl/gsl_block_ulong.h
sbrl/inst/include/gsl/gsl_sort_vector_char.h
sbrl/inst/include/gsl/gsl_precision.h
sbrl/inst/include/gsl/gsl_fit.h
sbrl/inst/include/gsl/gsl_sort_vector_uchar.h
sbrl/inst/include/gsl/gsl_sort_char.h
sbrl/inst/include/gsl/gsl_permute_vector_ushort.h
sbrl/inst/include/gsl/gsl_const_mksa.h
sbrl/inst/include/gsl/gsl_vector_ulong.h
sbrl/inst/include/gsl/gsl_statistics_int.h
sbrl/inst/include/gsl/gsl_statistics_float.h
sbrl/inst/include/gsl/gsl_sf_elljac.h
sbrl/inst/include/gsl/gsl_statistics_char.h
sbrl/inst/include/gsl/gsl_matrix_short.h
sbrl/inst/include/gsl/gsl_odeiv2.h
sbrl/inst/include/gsl/gsl_pow_int.h
sbrl/inst/include/gsl/gsl_permute_vector_short.h
sbrl/inst/include/gsl/gsl_permute_ulong.h
sbrl/inst/include/gsl/gsl_sf_elementary.h
sbrl/inst/include/gsl/gsl_types.h
sbrl/inst/include/gsl/gsl_deriv.h
sbrl/inst/include/gsl/gsl_permute_vector_long_double.h
sbrl/inst/include/gsl/gsl_statistics_short.h
sbrl/inst/include/gsl/gsl_monte_vegas.h
sbrl/inst/include/gsl/gsl_sf_coulomb.h
sbrl/inst/include/gsl/gsl_sort_double.h
sbrl/inst/include/gsl/gsl_check_range.h
sbrl/inst/include/gsl/gsl_cdf.h
sbrl/inst/include/gsl/gsl_block.h
sbrl/inst/include/gsl/gsl_dft_complex_float.h
sbrl/inst/include/gsl/gsl_randist.h
sbrl/inst/include/gsl/gsl_integration.h
sbrl/inst/include/gsl/gsl_sort_long_double.h
sbrl/inst/include/gsl/gsl_heapsort.h
sbrl/inst/include/gsl/gsl_permute_vector_uint.h
sbrl/inst/include/gsl/gsl_sf_debye.h
sbrl/inst/include/gsl/gsl_sf_gegenbauer.h
sbrl/inst/include/gsl/gsl_vector_long_double.h
sbrl/inst/include/gsl/gsl_permute_vector_long.h
sbrl/inst/include/gsl/gsl_matrix_complex_double.h
sbrl/inst/include/gsl/gsl_permute_vector.h
sbrl/inst/include/gsl/gsl_fft_complex_float.h
sbrl/inst/include/gsl/gsl_vector.h
sbrl/inst/include/gsl/gsl_blas.h
sbrl/inst/include/gsl/gsl_blas_types.h
sbrl/inst/include/gsl/gsl_sort_vector_uint.h
sbrl/inst/include/gsl/gsl_sf_zeta.h
sbrl/inst/include/gsl/gsl_matrix_float.h
sbrl/inst/include/gsl/gsl_eigen.h
sbrl/inst/include/gsl/gsl_roots.h
sbrl/inst/include/gsl/gsl_permute_uchar.h
sbrl/inst/include/gsl/gsl_matrix_double.h
sbrl/inst/include/gsl/gsl_specfunc.h
sbrl/inst/include/gsl/gsl_sf_fermi_dirac.h
sbrl/inst/include/gsl/gsl_permute_long.h
sbrl/inst/include/gsl/gsl_linalg.h
sbrl/inst/include/gsl/gsl_complex_math.h
sbrl/inst/include/gsl/gsl_sort_uint.h
sbrl/inst/include/gsl/gsl_block_int.h
sbrl/inst/include/gsl/gsl_monte.h
sbrl/inst/include/gsl/gsl_vector_short.h
sbrl/inst/include/gsl/gsl_sf_expint.h
sbrl/inst/include/gsl/gsl_const_mks.h
sbrl/inst/include/gsl/gsl_vector_complex.h
sbrl/inst/include/gsl/gsl_const.h
sbrl/inst/include/gsl/gsl_const_cgsm.h
sbrl/inst/include/gsl/gsl_fft.h
sbrl/inst/include/gsl/gsl_matrix_ushort.h
sbrl/inst/include/gsl/gsl_matrix_complex_float.h
sbrl/inst/include/gsl/gsl_fft_real.h
sbrl/inst/include/gsl/gsl_min.h
sbrl/inst/include/gsl/gsl_combination.h
sbrl/inst/include/gsl/gsl_permute_complex_long_double.h
sbrl/inst/include/gsl/gsl_fft_halfcomplex.h
sbrl/inst/include/gsl/gsl_permute_vector_complex_double.h
sbrl/inst/include/gsl/gsl_sort_vector.h
sbrl/inst/include/gsl/gsl_permute_long_double.h
sbrl/inst/include/gsl/gsl_wavelet2d.h
sbrl/inst/include/gsl/gsl_multiroots.h
sbrl/inst/include/gsl/gsl_block_complex_float.h
sbrl/inst/include/gsl/gsl_vector_int.h
sbrl/inst/include/gsl/gsl_sort_ushort.h
sbrl/inst/include/gsl/gsl_sf_pow_int.h
sbrl/inst/include/gsl/gsl_block_uchar.h
sbrl/inst/include/gsl/gsl_sf_clausen.h
sbrl/inst/include/gsl/gsl_odeiv.h
sbrl/inst/include/gsl/gsl_permute_vector_float.h
sbrl/inst/include/gsl/gsl_wavelet.h
sbrl/inst/include/gsl/gsl_permute_short.h
sbrl/inst/include/gsl/gsl_sort_float.h
sbrl/inst/include/gsl/gsl_vector_complex_double.h
sbrl/inst/include/gsl/gsl_ieee_utils.h
sbrl/inst/include/gsl/gsl_multifit.h
sbrl/inst/include/gsl/gsl_vector_char.h
sbrl/inst/include/gsl/gsl_block_long_double.h
sbrl/inst/include/gsl/gsl_qrng.h
sbrl/inst/include/gsl/gsl_sf_result.h
sbrl/inst/include/gsl/gsl_permute_double.h
sbrl/inst/include/gsl/gsl_sf_dilog.h
sbrl/inst/include/gsl/gsl_errno.h
sbrl/inst/include/gsl/gsl_block_uint.h
sbrl/inst/include/gsl/gsl_statistics_uint.h
sbrl/inst/include/gsl/gsl_sf_transport.h
sbrl/inst/include/gsl/gsl_sf_airy.h
sbrl/inst/include/gsl/gsl_matrix_uint.h
sbrl/inst/include/gsl/gsl_matrix_uchar.h
sbrl/inst/include/gsl/gsl_sys.h
sbrl/inst/include/gsl/gsl_sort_vector_ulong.h
sbrl/inst/include/gsl/gsl_block_char.h
sbrl/inst/include/gsl/gsl_chebyshev.h
sbrl/inst/include/gsl/gsl_vector_ushort.h
sbrl/inst/include/gsl/gsl_const_num.h
sbrl/inst/include/gsl/gsl_block_double.h
sbrl/inst/include/gsl/gsl_sf_legendre.h
sbrl/inst/include/gsl/gsl_machine.h
sbrl/inst/include/gsl/gsl_sort_ulong.h
sbrl/inst/include/gsl/gsl_block_ushort.h
sbrl/inst/include/gsl/gsl_statistics_long_double.h
sbrl/inst/include/gsl/gsl_permutation.h
sbrl/inst/include/gsl/gsl_permute_float.h
sbrl/inst/include/gsl/gsl_permute_ushort.h
sbrl/inst/include/gsl/gsl_sf_hyperg.h
sbrl/inst/include/gsl/gsl_sf_coupling.h
sbrl/inst/include/gsl/gsl_matrix_char.h
sbrl/inst/include/gsl/gsl_permute_vector_int.h
sbrl/inst/include/gsl/gsl_sort_vector_ushort.h
sbrl/inst/include/gsl/gsl_diff.h
sbrl/inst/include/gsl/gsl_block_long.h
sbrl/inst/include/gsl/gsl_ntuple.h
sbrl/inst/include/gsl/gsl_fft_halfcomplex_float.h
sbrl/inst/include/gsl/gsl_vector_double.h
sbrl/inst/include/gsl/gsl_sort_int.h
sbrl/inst/include/gmp.h
sbrl/configure.ac
sbrl/src
sbrl/src/rule.h
sbrl/src/rcpp_module.cpp
sbrl/src/rulelib.c
sbrl/src/quicksort.c
sbrl/src/Makevars.in
sbrl/src/mytime.h
sbrl/src/Makevars.win
sbrl/src/train.c
sbrl/NAMESPACE
sbrl/data
sbrl/data/tictactoe.txt.gz
sbrl/data/tictactoe.rda
sbrl/R
sbrl/R/sbrlmod.R
sbrl/MD5
sbrl/DESCRIPTION
sbrl/configure
sbrl/man
sbrl/man/predict.sbrl.Rd
sbrl/man/get_data_feature_mat.Rd
sbrl/man/tictactoe.Rd
sbrl/man/sbrl.Rd
sbrl/man/print.sbrl.Rd
sbrl/man/sbrl-package.Rd
sbrl/configure.win