Run
515140

Run 515140

Task 9937 (Supervised Classification) robot-failures-lp4 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.cforest(4)Learner classif.cforest from package(s) party.
classif.cforest(4)_seed1
classif.cforest(4)_kindMersenne-Twister
classif.cforest(4)_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
0.7778
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8014
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6391
Cross-validation details (10-fold Crossvalidation)
KB relative information score
76.1167
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.114
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3667
Cross-validation details (10-fold Crossvalidation)
Number of instances
117
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8662
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8291
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3564
Cross-validation details (10-fold Crossvalidation)
Recall
0.8291
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3108
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.427
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3376
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7905
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.408
UserCPU time millis testing
0.605
UserCPU time millis training
7.803