Data
flycraft-demonstrations

flycraft-demonstrations

active ARFF Public Domain (CC0) Visibility: public Uploaded 28-05-2024 by Xudong Gong
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24924 demonstrations generated by the IRPO (Iterative Regularized Policy Optimization with Imperfect Demonstrations) algorithm for FlyCraft.

14 features

action_p (target)numeric2258175 unique values
0 missing
action_nz (target)numeric2531958 unique values
0 missing
action_pla (target)numeric749696 unique values
0 missing
state_timestamp (ignore)numeric891 unique values
0 missing
state_phinumeric3018822 unique values
0 missing
state_thetanumeric3018916 unique values
0 missing
state_psinumeric3018844 unique values
0 missing
state_vnumeric3044714 unique values
0 missing
state_munumeric3040618 unique values
0 missing
state_chinumeric3020436 unique values
0 missing
state_pnumeric3031798 unique values
0 missing
state_hnumeric3020161 unique values
0 missing
goal_vnumeric21 unique values
0 missing
goal_munumeric34 unique values
0 missing
goal_chinumeric69 unique values
0 missing
Show all 14 features

19 properties

NumberOfInstances
3106516
Number of instances (rows) of the dataset.
NumberOfFeatures
14
Number of attributes (columns) of the dataset.
NumberOfClasses
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
14
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
PercentageOfMissingValues
0
Percentage of missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfNumericFeatures
100
Percentage of numeric attributes.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
0
Number of binary attributes.
Show all 19 properties

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