Run
521580

Run 521580

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

classif.cforest(6)Learner classif.cforest from package(s) party.
classif.cforest(6)_seed1
classif.cforest(6)_kindMersenne-Twister
classif.cforest(6)_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
0.9903
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9873
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9809
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5339.7599
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0063
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
0.9873
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9874
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.9874
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0191
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0795
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1954
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
506.009
UserCPU time millis testing
103.582
UserCPU time millis training
402.427