Run
511947

Run 511947

Task 3909 (Supervised Classification) ar1 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
0.5511
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9031
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1591
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30.9789
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0744
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1436
Cross-validation details (10-fold Crossvalidation)
Number of instances
121
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9006
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9256
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4067
Cross-validation details (10-fold Crossvalidation)
Recall
0.9256
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.518
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2625
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2727
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.039
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.533
UserCPU time millis testing
0.071
UserCPU time millis training
1.462