Run
521293

Run 521293

Task 9892 (Supervised Classification) nursery Uploaded 06-02-2016 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
0.9847
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9783
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9696
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12380.4744
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0103
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3412
Cross-validation details (10-fold Crossvalidation)
Number of instances
12958
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9797
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9793
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7148
Cross-validation details (10-fold Crossvalidation)
Recall
0.9793
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0303
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.413
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1017
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2462
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
46.57
UserCPU time millis testing
0.896
UserCPU time millis training
45.674