Run
511799

Run 511799

Task 3911 (Supervised Classification) ar4 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
0.652
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.822
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3677
Cross-validation details (10-fold Crossvalidation)
KB relative information score
40.6508
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1589
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3076
Cross-validation details (10-fold Crossvalidation)
Number of instances
107
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8219
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8411
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.707
Cross-validation details (10-fold Crossvalidation)
Recall
0.8411
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5166
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3899
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3986
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0223
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
1.988
UserCPU time millis testing
0.099
UserCPU time millis training
1.889