Run
509415

Run 509415

Task 9939 (Supervised Classification) vertebra-column Uploaded 27-01-2016 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
0.8901
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8471
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7561
Cross-validation details (10-fold Crossvalidation)
KB relative information score
234.3834
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1011
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4165
Cross-validation details (10-fold Crossvalidation)
Number of instances
310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8462
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8484
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4937
Cross-validation details (10-fold Crossvalidation)
Recall
0.8484
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2427
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4562
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3179
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6969
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.057
UserCPU time millis testing
0.086
UserCPU time millis training
2.971