Data
flycraft-demonstrations

flycraft-demonstrations

active ARFF Public Domain (CC0) Visibility: public Uploaded 28-05-2024 by Xudong Gong
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38654 demonstrations generated by the IRPO (Iterative Regularized Policy Optimization with Imperfect Demonstrations) algorithm for FlyCraft.

14 features

action_p (target)numeric3111691 unique values
0 missing
action_nz (target)numeric2926301 unique values
0 missing
action_pla (target)numeric967398 unique values
0 missing
state_timestamp (ignore)numeric397 unique values
0 missing
state_phinumeric4399024 unique values
0 missing
state_thetanumeric3559983 unique values
0 missing
state_psinumeric4399026 unique values
0 missing
state_vnumeric3633342 unique values
0 missing
state_munumeric3590655 unique values
0 missing
state_chinumeric4404006 unique values
0 missing
state_pnumeric4420504 unique values
0 missing
state_hnumeric3550752 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
4506827
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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