Run
509630

Run 509630

Task 3887 (Supervised Classification) analcatdata_germangss 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
0.8297
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8927
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6866
Cross-validation details (10-fold Crossvalidation)
KB relative information score
261.9294
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.105
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3495
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.892
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.895
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7716
Cross-validation details (10-fold Crossvalidation)
Recall
0.895
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3004
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4176
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.324
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.776
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.76
UserCPU time millis testing
0.922
UserCPU time millis training
2.838