Run
521918

Run 521918

Task 3627 (Supervised Classification) cpu_act Uploaded 07-02-2016 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
0.9201
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.937
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8499
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6889.0079
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0626
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
0.937
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9374
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.9374
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1484
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2502
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5449
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
92.127
UserCPU time millis testing
0.498
UserCPU time millis training
91.629