Run
514699

Run 514699

Task 9969 (Supervised Classification) thoracic-surgery Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.rotationForest(3)Learner classif.rotationForest from package(s) rotationForest.
classif.rotationForest(3)_seed1
classif.rotationForest(3)_kindMersenne-Twister
classif.rotationForest(3)_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
0.4963
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7794
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0124
Cross-validation details (10-fold Crossvalidation)
KB relative information score
112.468
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1553
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2546
Cross-validation details (10-fold Crossvalidation)
Number of instances
470
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7235
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8447
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6109
Cross-validation details (10-fold Crossvalidation)
Recall
0.8447
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6102
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3941
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1069
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
7.596
UserCPU time millis testing
0.524
UserCPU time millis training
7.072