Data
munin_10

munin_10

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Munin Bayesian Network. Sample 10. bnlearn Bayesian Network Repository reference: [URL](https://www.bnlearn.com/bnrepository/discrete-massive.html#munin) - Number of nodes: 1041 - Number of arcs: 1397 - Number of parameters: 80592 - Average Markov blanket size: 3.54 - Average degree: 2.68 - Maximum in-degree: 3 Authors: S. Andreassen, F. V. Jensen, S. K. Andersen, B. Falck, U. Kjaerulff, M. Woldbye, A. R. Sorensen, A. Rosenfalck, and F. Jensen. Please cite: ([URL](https://vbn.aau.dk/en/publications/munin-an-expert-emg-assistant)): S. Andreassen, F. V. Jensen, S. K. Andersen, B. Falck, U. Kjaerulff, M. Woldbye, A. R. Sorensen, A. Rosenfalck, and F. Jensen. MUNIN - an Expert EMG Assistant. In Computer-Aided Electromyography and Expert Systems, Chapter 21. Elsevier (Noth-Holland), 1989.

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R_LNLE_DIFFN_ULND5_DISP_Estring4 unique values
0 missing
L_LNLC8_LP_ADM_NEUR_ACTstring1 unique values
0 missing
R_APB_ALLAMP_WAstring9 unique values
0 missing
R_OTHER_ADM_MUSIZEstring2 unique values
0 missing
L_ULND5_RD_Estring3 unique values
0 missing
L_LNLE_ADM_DENERVstring4 unique values
0 missing
R_LNLW_APB_DE_REGENstring2 unique values
0 missing
R_DIFFN_LNLW_APB_MUSIZEstring6 unique values
0 missing
L_LNLBE_MEDD2_RD_EWstring1 unique values
0 missing
R_LNLPC5_DIFFN_DELT_DENERVstring4 unique values
0 missing
L_LNLT1_LP_APB_MUDENSstring1 unique values
0 missing
L_MYOP_MYDY_DELT_DE_REGENstring1 unique values
0 missing
R_LNLE_ULN_SEVstring5 unique values
0 missing
L_ULN_RDLDCV_Estring5 unique values
0 missing
R_LNLPC5_DELT_MUSIZEstring5 unique values
0 missing
R_SUR_LSLOW_CAstring1 unique values
0 missing
L_ADM_MUPDURstring7 unique values
0 missing
R_DIFFN_LNLW_ADM_MALOSSstring5 unique values
0 missing
R_LNLE_ADM_NEUR_ACTstring2 unique values
0 missing
L_APB_MVA_AMPstring3 unique values
0 missing
L_LNLLP_ADM_MUSIZEstring2 unique values
0 missing
R_DELT_MALOSSstring5 unique values
0 missing
R_APB_NEUR_ACTstring2 unique values
0 missing
R_ULN_DIFSLOW_WAstring4 unique values
0 missing
R_MYDY_APB_MUSIZEstring2 unique values
0 missing
R_LNLC8_LP_ADM_NEUR_ACTstring1 unique values
0 missing
L_MEDD2_LD_EWstring1 unique values
0 missing
R_MYOP_APB_DENERVstring1 unique values
0 missing
R_LNLPC5_DELT_DE_REGENstring2 unique values
0 missing
L_OTHER_ULND5_RDstring1 unique values
0 missing
L_LNLW_ULND5_RD_WDstring1 unique values
0 missing
L_LNLW_ULN_BLOCKstring1 unique values
0 missing
R_DIFFN_DELT_MUDENSstring3 unique values
0 missing
R_LNLT1_APB_DENERVstring1 unique values
0 missing
R_ULN_ALLCV_Estring9 unique values
0 missing
R_LNLE_ULN_DIFSLOWstring3 unique values
0 missing
R_DIFFN_LNLW_APB_MUDENSstring3 unique values
0 missing
L_LNLE_DIFFN_ULND5_DISP_Estring4 unique values
0 missing
R_ULN_LD_WAstring1 unique values
0 missing
R_MYOP_MYDY_APB_DENERVstring1 unique values
0 missing
L_ADM_QUAN_MUPAMPstring20 unique values
0 missing
L_LNLE_DIFFN_ULND5_DIFSLOW_WDstring4 unique values
0 missing
L_DIFFN_APB_DE_REGENstring2 unique values
0 missing
L_DIFFN_MEDD2_DISPstring4 unique values
0 missing
L_APB_MUPDURstring7 unique values
0 missing
L_SUR_AMP_CAstring13 unique values
0 missing
R_LNL_DIFFN_ADM_MALOSSstring5 unique values
0 missing
L_LNLC8_ADM_MUDENSstring1 unique values
0 missing
L_LNL_DIFFN_ADM_MUDENSstring3 unique values
0 missing
L_MYOP_MYDY_ADM_DE_REGENstring1 unique values
0 missing
L_ULND5_DSLOW_Estring9 unique values
0 missing
R_DIFFN_APB_DENERVstring4 unique values
0 missing
R_MEDD2_DSLOW_EWstring9 unique values
0 missing
R_LNLBE_MEDD2_DISP_EWstring1 unique values
0 missing
R_DIFFN_LNLW_MEDD2_DISP_WDstring4 unique values
0 missing
R_LNLT1_LP_BE_APB_NEUR_ACTstring1 unique values
0 missing
R_LNLW_APB_NEUR_ACTstring2 unique values
0 missing
L_APB_SF_JITTERstring4 unique values
0 missing
L_APB_REPSTIM_POST_DECRstring5 unique values
0 missing
L_MED_DIFSLOW_WAstring4 unique values
0 missing
R_LNLE_DIFFN_ULND5_BLOCK_Estring5 unique values
0 missing
L_DIFFN_ADM_DENERVstring4 unique values
0 missing
R_ADM_REPSTIM_POST_DECRstring4 unique values
0 missing
R_LNLT1_LP_APB_MUDENSstring1 unique values
0 missing
L_LNLBE_MEDD2_LD_EWstring1 unique values
0 missing
L_MYOP_DELT_DE_REGENstring1 unique values
0 missing
R_ADM_QUAL_MUPDURstring3 unique values
0 missing
R_MED_ALLCV_EWstring10 unique values
0 missing
L_DIFFN_APB_DENERVstring4 unique values
0 missing
R_ULN_RDLDDELstring1 unique values
0 missing
R_SUR_EFFAXLOSSstring5 unique values
0 missing
R_DELT_ALLAMPstring9 unique values
0 missing
R_MYOP_MYDY_DELT_MUSIZEstring2 unique values
0 missing
L_ADM_TA_CONCLstring5 unique values
0 missing
L_DELT_REPSTIM_POST_DECRstring4 unique values
0 missing
L_SUR_LD_CAstring1 unique values
0 missing
R_LNLW_MEDD2_RD_WDstring3 unique values
0 missing
L_MEDD2_DSLOW_EWstring9 unique values
0 missing
R_DIFFN_APB_MALOSSstring5 unique values
0 missing
L_LNL_DIFFN_ADM_MUSIZEstring6 unique values
0 missing
L_LNLBE_APB_DENERVstring1 unique values
0 missing
R_APB_QUAL_MUPAMPstring5 unique values
0 missing
L_DIFFN_ULND5_DIFSLOWstring4 unique values
0 missing
R_ULND5_SALOSSstring5 unique values
0 missing
R_MUSCLE_ADM_DENERVstring4 unique values
0 missing
L_DE_REGEN_APB_NMTstring5 unique values
0 missing
L_SUR_LSLOW_CAstring1 unique values
0 missing
R_APB_SF_JITTERstring3 unique values
0 missing
L_LNLE_ULND5_BLOCK_Estring5 unique values
0 missing
R_DIFFN_ADM_MUSIZEstring6 unique values
0 missing
R_DIFFN_ISCH_SALOSSstring5 unique values
0 missing
L_MED_DCV_WAstring9 unique values
0 missing
R_MYAS_ADM_MUDENSstring1 unique values
0 missing
L_DELT_SPONT_HF_DISCHstring2 unique values
0 missing
L_LNLT1_LP_APB_NEUR_ACTstring1 unique values
0 missing
L_LNLE_ULND5_SALOSSstring5 unique values
0 missing
DIFFN_TYPEstring3 unique values
0 missing
L_ADM_FORCEstring6 unique values
0 missing
R_MEDD2_DISP_EWDstring9 unique values
0 missing
R_ADM_FORCEstring6 unique values
0 missing
L_DIFFN_ISCH_DIFSLOWstring4 unique values
0 missing
L_ULND5_BLOCK_EWstring4 unique values
0 missing
R_MYDY_APB_DENERVstring1 unique values
0 missing
L_DIFFN_LNLW_ADM_DENERVstring4 unique values
0 missing
L_DELT_DENERVstring4 unique values
0 missing
L_OTHER_ULND5_DISPstring1 unique values
0 missing
L_DELT_MUPSATELstring2 unique values
0 missing
L_DIFFN_LNLW_ADM_MALOSSstring5 unique values
0 missing
R_MEDD2_LD_WDstring4 unique values
0 missing
R_SUR_DSLOW_CAstring9 unique values
0 missing
L_MYDY_APB_DE_REGENstring1 unique values
0 missing
R_ADM_SF_JITTERstring4 unique values
0 missing
R_MYDY_APB_MUDENSstring1 unique values
0 missing
R_AXIL_LAT_EDstring16 unique values
0 missing
R_ADM_MUPDURstring7 unique values
0 missing
R_MEDD2_AMP_WDstring15 unique values
0 missing
R_LNLLP_ADM_MALOSSstring1 unique values
0 missing
L_MEDD2_ALLCV_WDstring9 unique values
0 missing
L_LNLW_APB_DE_REGENstring2 unique values
0 missing
R_LNLE_ULND5_SALOSSstring5 unique values
0 missing
R_DIFFN_DELT_DENERVstring4 unique values
0 missing
R_MUSCLE_DELT_MUDENSstring1 unique values
0 missing
L_LNLPC5_DELT_DENERVstring4 unique values
0 missing
R_MYOP_DELT_DE_REGENstring1 unique values
0 missing
R_OTHER_DELT_MUSIZEstring2 unique values
0 missing
R_DIFFN_ISCH_DIFSLOWstring4 unique values
0 missing
R_ULND5_DSLOW_EWstring9 unique values
0 missing
L_LNLW_ADM_DENERVstring1 unique values
0 missing
R_MED_DCV_WAstring9 unique values
0 missing
R_LNL_DIFFN_ADM_DENERVstring4 unique values
0 missing
R_MYDY_DELT_MUSIZEstring2 unique values
0 missing
L_OTHER_DELT_DE_REGENstring1 unique values
0 missing
L_DELT_TA_CONCLstring5 unique values
0 missing
R_LNLE_ADM_DE_REGENstring2 unique values
0 missing
L_ADM_DE_REGENstring2 unique values
0 missing
L_MYDY_APB_DENERVstring1 unique values
0 missing
R_LNLW_APB_MALOSSstring5 unique values
0 missing
R_ULND5_ALLCV_Estring9 unique values
0 missing
R_DIFFN_ADM_MALOSSstring5 unique values
0 missing
L_ULND5_AMP_WDstring14 unique values
0 missing
R_ULN_DIFSLOW_EWstring4 unique values
0 missing
L_MED_ALLCV_EWstring10 unique values
0 missing
L_DIFFN_DELT_NEUR_ACTstring2 unique values
0 missing
R_ADM_EFFMUSstring7 unique values
0 missing
R_MYDY_DELT_DENERVstring1 unique values
0 missing
L_ADM_NEUR_ACTstring2 unique values
0 missing
R_LNLBE_APB_DENERVstring1 unique values
0 missing
R_MEDD2_LSLOW_WDstring5 unique values
0 missing
R_DELT_MUSIZEstring7 unique values
0 missing
R_MYOP_MYDY_ADM_DE_REGENstring1 unique values
0 missing
L_APB_SF_DENSITYstring3 unique values
0 missing
L_ADM_REPSTIM_POST_DECRstring5 unique values
0 missing
L_MYDY_DELT_MUDENSstring1 unique values
0 missing
L_ULND5_BLOCK_WDstring4 unique values
0 missing
R_APB_MVA_RECRUITstring4 unique values
0 missing
R_DELT_MUPINSTABstring2 unique values
0 missing
R_ULND5_ALLAMP_WDstring6 unique values
0 missing
R_ULND5_BLOCK_EWstring4 unique values
0 missing
R_MYDY_ADM_DENERVstring1 unique values
0 missing
R_DELT_REPSTIM_CMAPAMPstring21 unique values
0 missing
L_ULND5_CV_Estring20 unique values
0 missing
L_DIFFN_ADM_MUSIZEstring6 unique values
0 missing
R_NMT_ADM_DENERVstring4 unique values
0 missing
R_APB_QUAN_MUPAMPstring20 unique values
0 missing
R_AXIL_RD_EDstring3 unique values
0 missing
L_MEDD2_DISP_WDstring4 unique values
0 missing
L_ADM_MVA_RECRUITstring4 unique values
0 missing
L_MEDD2_RD_WDstring3 unique values
0 missing
R_ULND5_CV_EWstring19 unique values
0 missing
L_DIFFN_APB_NEUR_ACTstring2 unique values
0 missing
R_APB_NMTstring5 unique values
0 missing
L_LNLPC5_AXIL_SEVstring4 unique values
0 missing
L_LNLLP_APB_NEUR_ACTstring1 unique values
0 missing
R_APB_FORCEstring6 unique values
0 missing
R_DELT_QUAN_MUPDURstring17 unique values
0 missing
R_ULND5_DIFSLOW_EWstring4 unique values
0 missing
R_MEDD2_ALLCV_WDstring9 unique values
0 missing
L_MUSCLE_ADM_DENERVstring4 unique values
0 missing
R_LNLE_DIFFN_ULND5_DIFSLOW_WDstring4 unique values
0 missing
L_LNLW_MED_TIMEstring4 unique values
0 missing
R_ULND5_DIFSLOW_Estring4 unique values
0 missing
L_LNLW_ADM_MUSIZEstring2 unique values
0 missing
R_ULND5_DISP_EEDstring9 unique values
0 missing
L_MEDD2_LSLOW_EWstring1 unique values
0 missing
L_LNLW_ULND5_BLOCK_WDstring1 unique values
0 missing
R_OTHER_ULND5_DIFSLOWstring1 unique values
0 missing
L_LNLC8_LP_E_ADM_MUSIZEstring6 unique values
0 missing
R_MYAS_APB_MUDENSstring1 unique values
0 missing
R_LNLC8_LP_E_ADM_DE_REGENstring2 unique values
0 missing
L_LNL_DIFFN_ADM_DENERVstring4 unique values
0 missing
R_DIFFN_LNLW_ULND5_SALOSSstring5 unique values
0 missing
L_MEDD2_AMP_WDstring15 unique values
0 missing
L_MYOP_MYDY_APB_MUDENSstring1 unique values
0 missing
R_APB_MUSCLE_VOLstring2 unique values
0 missing
R_ADM_NEUR_ACTstring2 unique values
0 missing
L_DIFFN_ADM_MUDENSstring3 unique values
0 missing
L_LNL_DIFFN_APB_DENERVstring4 unique values
0 missing
R_LNL_DIFFN_APB_DENERVstring4 unique values
0 missing
R_LNLE_ULN_TIMEstring4 unique values
0 missing
L_MYDY_ADM_MUDENSstring1 unique values
0 missing
DIFFN_DUMMY_3string2 unique values
0 missing
DIFFN_SENS_SEVstring4 unique values
0 missing
R_OTHER_ULND5_RDstring1 unique values
0 missing
R_LNLW_ULND5_SALOSSstring1 unique values
0 missing
L_ADM_SPONT_INS_ACTstring2 unique values
0 missing
L_LNLLP_ADM_MUDENSstring1 unique values
0 missing
R_OTHER_NMT_DELT_DENERVstring4 unique values
0 missing
R_LNLC8_LP_ADM_MALOSSstring1 unique values
0 missing
R_ULND5_DIFSLOW_WDstring4 unique values
0 missing
L_DIFFN_ULND5_BLOCKstring4 unique values
0 missing
L_APB_SPONT_INS_ACTstring2 unique values
0 missing
R_LNLPC5_DELT_DENERVstring4 unique values
0 missing
L_OTHER_DELT_NMTstring1 unique values
0 missing
DIFFN_M_SEV_DISTstring4 unique values
0 missing
L_DELT_QUAN_MUPPOLYstring3 unique values
0 missing
R_ULN_RD_WAstring1 unique values
0 missing
R_APB_EFFMUSstring7 unique values
0 missing
L_AXIL_LAT_EDstring16 unique values
0 missing
L_MUSCLE_DELT_MUDENSstring1 unique values
0 missing
R_DELT_SF_DENSITYstring3 unique values
0 missing
R_MUSCLE_DELT_DENERVstring4 unique values
0 missing
L_LNLT1_APB_DE_REGENstring1 unique values
0 missing
R_LNLBE_APB_DE_REGENstring1 unique values
0 missing
R_LNL_DIFFN_APB_DE_REGENstring2 unique values
0 missing
L_LNLPC5_DIFFN_DELT_NEUR_ACTstring2 unique values
0 missing
L_MED_RDLDCV_EWstring2 unique values
0 missing
L_LNLW_ADM_NEUR_ACTstring1 unique values
0 missing
R_LNLPC5_DIFFN_DELT_NEUR_ACTstring2 unique values
0 missing
R_DIFFN_DELT_NEUR_ACTstring2 unique values
0 missing
R_APB_SPONT_NEUR_DISCHstring2 unique values
0 missing
L_MYOP_MYDY_APB_MUSIZEstring2 unique values
0 missing
R_MYOP_MYDY_APB_MUSIZEstring2 unique values
0 missing
R_LNLLP_APB_NEUR_ACTstring1 unique values
0 missing
R_ULND5_DISP_EWDstring9 unique values
0 missing
R_LNLE_ULN_PATHOstring5 unique values
0 missing
L_ULND5_DIFSLOW_WDstring4 unique values
0 missing
R_LNLPC5_DELT_MALOSSstring4 unique values
0 missing
R_APB_MULOSSstring6 unique values
0 missing
L_OTHER_ISCH_DISPstring1 unique values
0 missing
L_DIFFN_ULND5_DISPstring4 unique values
0 missing
L_LNLC8_LP_ADM_MUDENSstring1 unique values
0 missing
R_ULND5_LD_Estring4 unique values
0 missing
L_DIFFN_AXIL_DIFSLOWstring4 unique values
0 missing
R_MED_DIFSLOW_WAstring4 unique values
0 missing
R_MED_LAT_WAstring19 unique values
0 missing
R_DIFFN_ADM_DE_REGENstring2 unique values
0 missing
R_ADM_SPONT_DENERV_ACTstring4 unique values
0 missing

19 properties

5000
Number of instances (rows) of the dataset.
1041
Number of attributes (columns) of the dataset.
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
0
Number of numeric attributes.
0
Number of nominal attributes.
0
Percentage of binary attributes.
0
Percentage of instances having missing values.
Average class difference between consecutive instances.
0
Percentage of missing values.
0.21
Number of attributes divided by the number of instances.
0
Percentage of numeric attributes.
Percentage of instances belonging to the most frequent class.
0
Percentage of nominal attributes.
Number of instances belonging to the most frequent class.
Percentage of instances belonging to the least frequent class.
Number of instances belonging to the least frequent class.
0
Number of binary attributes.

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