Data
flycraft-demonstrations

flycraft-demonstrations

active ARFF Public Domain (CC0) Visibility: public Uploaded 28-05-2024 by Xudong Gong
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34952 demonstrations generated by the IRPO (Iterative Regularized Policy Optimization with Imperfect Demonstrations) algorithm for FlyCraft. Augment flycraft-demonstrations:3 based on the symmetry of state_chi.

14 features

action_p (target)numeric2908883 unique values
0 missing
action_nz (target)numeric1771947 unique values
0 missing
action_pla (target)numeric524367 unique values
0 missing
state_timestamp (ignore)numeric395 unique values
0 missing
state_phinumeric3943948 unique values
0 missing
state_thetanumeric2151807 unique values
0 missing
state_psinumeric3943950 unique values
0 missing
state_vnumeric2255846 unique values
0 missing
state_munumeric2170247 unique values
0 missing
state_chinumeric3947554 unique values
0 missing
state_pnumeric3963931 unique values
0 missing
state_hnumeric2128795 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
4045887
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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