Run
517360

Run 517360

Task 9909 (Supervised Classification) autoUniv-au1-1000 Uploaded 29-01-2016 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
0.606
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7368
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2691
Cross-validation details (10-fold Crossvalidation)
KB relative information score
362.393
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.221
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3841
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7664
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.779
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.826
Cross-validation details (10-fold Crossvalidation)
Recall
0.779
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5754
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4701
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0731
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
13.082
UserCPU time millis testing
0.417
UserCPU time millis training
12.665