Run
516874

Run 516874

Task 9938 (Supervised Classification) robot-failures-lp5 Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(42)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(42)_seed1
classif.randomForest(42)_kindMersenne-Twister
classif.randomForest(42)_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
0.8238
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6977
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6491
Cross-validation details (10-fold Crossvalidation)
KB relative information score
108.6201
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1073
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3119
Cross-validation details (10-fold Crossvalidation)
Number of instances
164
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6866
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7317
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2525
Cross-validation details (10-fold Crossvalidation)
Recall
0.7317
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.344
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3276
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8298
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.532
UserCPU time millis testing
0.335
UserCPU time millis training
5.197