OpenML
521602

Run 521602

Task 9960 (Supervised Classification) wall-robot-navigation Uploaded 06-02-2016 by Rafael Gomes Mantovani
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Flow

classif.sda(7)Learner classif.sda from package(s) sda.
classif.sda(7)_seed1
classif.sda(7)_kindMersenne-Twister
classif.sda(7)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.7397
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6506
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4779
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2772.7303
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1708
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3312
Cross-validation details (10-fold Crossvalidation)
Number of instances
5456
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6616
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6584
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.6584
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5157
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4133
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0156
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.935
UserCPU time millis testing
0.017
UserCPU time millis training
1.918