Data
flycraft-demonstrations

flycraft-demonstrations

active ARFF Public Domain (CC0) Visibility: public Uploaded 28-05-2024 by Xudong Gong
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39835 demonstrations generated by the IRPO (Iterative Regularized Policy Optimization with Imperfect Demonstrations) algorithm for FlyCraft. Augment flycraft-demonstrations:4 based on the symmetry of state_chi.

14 features

action_p (target)numeric3209242 unique values
0 missing
action_nz (target)numeric2039723 unique values
0 missing
action_pla (target)numeric661930 unique values
0 missing
state_timestamp (ignore)numeric397 unique values
0 missing
state_phinumeric4533353 unique values
0 missing
state_thetanumeric2432337 unique values
0 missing
state_psinumeric4533355 unique values
0 missing
state_vnumeric2554132 unique values
0 missing
state_munumeric2454998 unique values
0 missing
state_chinumeric4538780 unique values
0 missing
state_pnumeric4555177 unique values
0 missing
state_hnumeric2406603 unique values
0 missing
goal_vnumeric21 unique values
0 missing
goal_munumeric35 unique values
0 missing
goal_chinumeric69 unique values
0 missing
Show all 14 features

19 properties

NumberOfInstances
4643048
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.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfMissingValues
0
Percentage of missing values.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
100
Percentage of numeric attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
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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