Run
521228

Run 521228

Task 3601 (Supervised Classification) cpu_small 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
0.9004
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9246
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8194
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6642.7351
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0745
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4219
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.925
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9255
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.9255
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1765
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2729
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5941
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
52.855
UserCPU time millis testing
0.48
UserCPU time millis training
52.375