Run
520399

Run 520399

Task 30 (Supervised Classification) page-blocks Uploaded 05-02-2016 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
0.9274
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9748
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8669
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4477.9842
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0099
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0762
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9746
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9753
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6391
Cross-validation details (10-fold Crossvalidation)
Recall
0.9753
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1296
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1949
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0993
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5098
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
36.424
UserCPU time millis testing
0.268
UserCPU time millis training
36.156