Run
514825

Run 514825

Task 9905 (Supervised Classification) autoUniv-au7-700 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
0.6168
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4878
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2322
Cross-validation details (10-fold Crossvalidation)
KB relative information score
208.7148
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.34
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4437
Cross-validation details (10-fold Crossvalidation)
Number of instances
700
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4864
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.49
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5824
Cross-validation details (10-fold Crossvalidation)
Recall
0.49
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7663
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.471
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5831
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.238
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.85
UserCPU time millis testing
0.379
UserCPU time millis training
7.471