Run
514056

Run 514056

Task 3905 (Supervised Classification) mc2 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
0.618
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6891
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2654
Cross-validation details (10-fold Crossvalidation)
KB relative information score
49.9716
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2857
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4381
Cross-validation details (10-fold Crossvalidation)
Number of instances
161
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6951
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7143
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9099
Cross-validation details (10-fold Crossvalidation)
Recall
0.7143
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6522
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4676
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5345
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1431
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.128
UserCPU time millis testing
0.138
UserCPU time millis training
2.99