Run
522225

Run 522225

Task 9972 (Supervised Classification) kr-vs-k Uploaded 08-02-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(43)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(43)_seed1
classif.randomForest(43)_kindMersenne-Twister
classif.randomForest(43)_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
0.8477
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7269
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.697
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19779.1623
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.03
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0995
Cross-validation details (10-fold Crossvalidation)
Number of instances
28056
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.733
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.73
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5053
Cross-validation details (10-fold Crossvalidation)
Recall
0.73
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3014
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2231
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1732
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7764
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
509.475
UserCPU time millis testing
3.712
UserCPU time millis training
505.763