Run
511281

Run 511281

Task 3914 (Supervised Classification) ar6 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
0.5492
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8063
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1358
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23.0522
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1584
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2577
Cross-validation details (10-fold Crossvalidation)
Number of instances
101
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7956
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8416
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.623
Cross-validation details (10-fold Crossvalidation)
Recall
0.8416
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6147
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3557
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.398
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.119
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.378
UserCPU time millis testing
0.08
UserCPU time millis training
1.298