Run
507330

Run 507330

Task 3837 (Supervised Classification) hayes-roth 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
0.7556
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7768
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5246
Cross-validation details (10-fold Crossvalidation)
KB relative information score
69.4195
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2197
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4746
Cross-validation details (10-fold Crossvalidation)
Number of instances
132
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7779
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7803
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9635
Cross-validation details (10-fold Crossvalidation)
Recall
0.7803
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.463
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4869
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4687
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9626
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.143
UserCPU time millis testing
0.139
UserCPU time millis training
1.004