Run
508556

Run 508556

Task 3599 (Supervised Classification) machine_cpu Uploaded 27-01-2016 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
0.8846
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9134
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7779
Cross-validation details (10-fold Crossvalidation)
KB relative information score
158.1194
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0861
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3933
Cross-validation details (10-fold Crossvalidation)
Number of instances
209
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9131
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9139
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8417
Cross-validation details (10-fold Crossvalidation)
Recall
0.9139
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.219
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4429
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2935
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6626
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.466
UserCPU time millis testing
0.429
UserCPU time millis training
3.037