Run
508460

Run 508460

Task 3888 (Supervised Classification) grub-damage 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
0.759
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8073
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5448
Cross-validation details (10-fold Crossvalidation)
KB relative information score
83.7567
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1871
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4332
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.808
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8129
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9027
Cross-validation details (10-fold Crossvalidation)
Recall
0.8129
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.465
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4325
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9303
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.29
UserCPU time millis testing
0.421
UserCPU time millis training
2.869