Run
508174

Run 508174

Task 3648 (Supervised Classification) fri_c3_100_10 Uploaded 27-01-2016 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
0.7708
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7872
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5532
Cross-validation details (10-fold Crossvalidation)
KB relative information score
55.4564
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.21
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4804
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7886
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.79
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9721
Cross-validation details (10-fold Crossvalidation)
Recall
0.79
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4371
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4899
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9354
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.175
UserCPU time millis testing
0.053
UserCPU time millis training
1.122