Run
502514

Run 502514

Task 3602 (Supervised Classification) visualizing_environmental Uploaded 21-12-2015 by Rafael Gomes Mantovani
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Flow

classif.rotationForest(2)Learner classif.rotationForest from package(s) rotationForest.
classif.rotationForest(2)_seed1
classif.rotationForest(2)_kindMersenne-Twister
classif.rotationForest(2)_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
0.6955
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6935
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3891
Cross-validation details (10-fold Crossvalidation)
KB relative information score
42.8019
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3063
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499
Cross-validation details (10-fold Crossvalidation)
Number of instances
111
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6975
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6937
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.6937
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6138
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5534
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.108
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.125
UserCPU time millis testing
0.211
UserCPU time millis training
0.914