Data
flycraft-demonstrations

flycraft-demonstrations

active ARFF Public Domain (CC0) Visibility: public Uploaded 28-05-2024 by Xudong Gong
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33114 demonstrations generated by the IRPO (Iterative Regularized Policy Optimization with Imperfect Demonstrations) algorithm for FlyCraft.

14 features

action_p (target)numeric2787724 unique values
0 missing
action_nz (target)numeric3026056 unique values
0 missing
action_pla (target)numeric946564 unique values
0 missing
state_timestamp (ignore)numeric493 unique values
0 missing
state_phinumeric3799864 unique values
0 missing
state_thetanumeric3799900 unique values
0 missing
state_psinumeric3799866 unique values
0 missing
state_vnumeric3834487 unique values
0 missing
state_munumeric3830840 unique values
0 missing
state_chinumeric3803228 unique values
0 missing
state_pnumeric3818512 unique values
0 missing
state_hnumeric3802062 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
3895791
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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