Run
514533

Run 514533

Task 3691 (Supervised Classification) sensory Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(42)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(42)_seed1
classif.randomForest(42)_kindMersenne-Twister
classif.randomForest(42)_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
0.6774
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6913
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3606
Cross-validation details (10-fold Crossvalidation)
KB relative information score
208.8597
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3056
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4856
Cross-validation details (10-fold Crossvalidation)
Number of instances
576
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6911
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6944
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9792
Cross-validation details (10-fold Crossvalidation)
Recall
0.6944
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6293
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4927
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5528
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1219
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.874
UserCPU time millis testing
0.447
UserCPU time millis training
5.427