Data
MIC

MIC

active ARFF Publicly available Visibility: public Uploaded 29-08-2023 by Mengxiao Wang
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Myocardial infarction complications Database

105 features

LET_IS (target)nominal2 unique values
0 missing
AGEnumeric62 unique values
0 missing
ALT_BLOODnumeric69 unique values
0 missing
ANT_CA_S_nnominal2 unique values
0 missing
ASP_S_nnominal2 unique values
0 missing
AST_BLOODnumeric58 unique values
0 missing
B_BLOK_S_nnominal2 unique values
0 missing
DLIT_AGnominal8 unique values
0 missing
D_AD_ORITnumeric20 unique values
0 missing
FIB_G_POSTnominal2 unique values
0 missing
FK_STENOKnominal5 unique values
0 missing
GBnominal4 unique values
0 missing
GEPAR_S_nnominal2 unique values
0 missing
GIPER_NAnominal2 unique values
0 missing
GIPO_Knominal2 unique values
0 missing
GT_POSTnominal2 unique values
0 missing
IBS_POSTnominal3 unique values
0 missing
IM_PG_Pnominal2 unique values
0 missing
INF_ANAMnominal4 unique values
0 missing
K_BLOODnumeric51 unique values
0 missing
K_SH_POSTnominal2 unique values
0 missing
LID_S_nnominal2 unique values
0 missing
L_BLOODnumeric174 unique values
0 missing
MP_TP_POSTnominal2 unique values
0 missing
NA_BLOODnumeric40 unique values
0 missing
NA_R_1_nnominal5 unique values
0 missing
NA_R_2_nnominal4 unique values
0 missing
NA_R_3_nnominal3 unique values
0 missing
NITR_Snominal2 unique values
0 missing
NOT_NA_1_nnominal5 unique values
0 missing
NOT_NA_2_nnominal4 unique values
0 missing
NOT_NA_3_nnominal3 unique values
0 missing
O_L_POSTnominal2 unique values
0 missing
ROEnumeric58 unique values
0 missing
R_AB_1_nnominal4 unique values
0 missing
R_AB_2_nnominal4 unique values
0 missing
R_AB_3_nnominal4 unique values
0 missing
SEXnominal2 unique values
0 missing
SIM_GIPERTnominal2 unique values
0 missing
STENOK_ANnominal7 unique values
0 missing
SVT_POSTnominal2 unique values
0 missing
S_AD_ORITnumeric31 unique values
0 missing
TIKL_S_nnominal2 unique values
0 missing
TIME_B_Snominal9 unique values
0 missing
TRENT_S_nnominal2 unique values
0 missing
ZSN_Anominal5 unique values
0 missing
ant_imnominal5 unique values
0 missing
endocr_01nominal2 unique values
0 missing
endocr_02nominal2 unique values
0 missing
endocr_03nominal2 unique values
0 missing
fibr_ter_01nominal2 unique values
0 missing
fibr_ter_02nominal2 unique values
0 missing
fibr_ter_03nominal2 unique values
0 missing
fibr_ter_05nominal2 unique values
0 missing
fibr_ter_06nominal2 unique values
0 missing
fibr_ter_07nominal2 unique values
0 missing
fibr_ter_08nominal2 unique values
0 missing
inf_imnominal5 unique values
0 missing
lat_imnominal5 unique values
0 missing
n_p_ecg_p_01nominal2 unique values
0 missing
n_p_ecg_p_03nominal2 unique values
0 missing
n_p_ecg_p_04nominal2 unique values
0 missing
n_p_ecg_p_05nominal2 unique values
0 missing
n_p_ecg_p_06nominal2 unique values
0 missing
n_p_ecg_p_07nominal2 unique values
0 missing
n_p_ecg_p_08nominal2 unique values
0 missing
n_p_ecg_p_09nominal2 unique values
0 missing
n_p_ecg_p_10nominal2 unique values
0 missing
n_p_ecg_p_11nominal2 unique values
0 missing
n_p_ecg_p_12nominal2 unique values
0 missing
n_r_ecg_p_01nominal2 unique values
0 missing
n_r_ecg_p_02nominal2 unique values
0 missing
n_r_ecg_p_03nominal2 unique values
0 missing
n_r_ecg_p_04nominal2 unique values
0 missing
n_r_ecg_p_05nominal2 unique values
0 missing
n_r_ecg_p_06nominal2 unique values
0 missing
n_r_ecg_p_08nominal2 unique values
0 missing
n_r_ecg_p_09nominal2 unique values
0 missing
n_r_ecg_p_10nominal2 unique values
0 missing
np_01nominal2 unique values
0 missing
np_04nominal2 unique values
0 missing
np_05nominal2 unique values
0 missing
np_07nominal2 unique values
0 missing
np_08nominal2 unique values
0 missing
np_09nominal2 unique values
0 missing
np_10nominal2 unique values
0 missing
nr_01nominal2 unique values
0 missing
nr_02nominal2 unique values
0 missing
nr_03nominal2 unique values
0 missing
nr_04nominal2 unique values
0 missing
nr_07nominal2 unique values
0 missing
nr_08nominal2 unique values
0 missing
nr_11nominal2 unique values
0 missing
post_imnominal5 unique values
0 missing
ritm_ecg_p_01nominal2 unique values
0 missing
ritm_ecg_p_02nominal2 unique values
0 missing
ritm_ecg_p_04nominal2 unique values
0 missing
ritm_ecg_p_06nominal2 unique values
0 missing
ritm_ecg_p_07nominal2 unique values
0 missing
ritm_ecg_p_08nominal2 unique values
0 missing
zab_leg_01nominal2 unique values
0 missing
zab_leg_02nominal2 unique values
0 missing
zab_leg_03nominal2 unique values
0 missing
zab_leg_04nominal2 unique values
0 missing
zab_leg_06nominal2 unique values
0 missing
Show first 100 features

19 properties

NumberOfInstances
1649
Number of instances (rows) of the dataset.
NumberOfFeatures
105
Number of attributes (columns) of the dataset.
NumberOfClasses
2
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
0
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
0
Number of instances with at least one value missing.
NumberOfNumericFeatures
9
Number of numeric attributes.
NumberOfSymbolicFeatures
96
Number of nominal attributes.
PercentageOfNumericFeatures
8.57
Percentage of numeric attributes.
Dimensionality
0.06
Number of attributes divided by the number of instances.
MajorityClassPercentage
84.41
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
91.43
Percentage of nominal attributes.
MajorityClassSize
1392
Number of instances belonging to the most frequent class.
MinorityClassPercentage
15.59
Percentage of instances belonging to the least frequent class.
MinorityClassSize
257
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
75
Number of binary attributes.
PercentageOfBinaryFeatures
71.43
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
PercentageOfMissingValues
0
Percentage of missing values.
AutoCorrelation
1
Average class difference between consecutive instances.
Show all 19 properties

1 tasks

Supervised Classification on MIC
0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: LET_IS
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